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ORCIDBibTeX records: Kai-Wei Chang
@inproceedings{DBLP:conf/eacl/ChewLCH24,
author = {Oscar Chew and
Hsuan{-}Tien Lin and
Kai{-}Wei Chang and
Kuan{-}Hao Huang},
editor = {Yvette Graham and
Matthew Purver},
title = {Understanding and Mitigating Spurious Correlations in Text Classification
with Neighborhood Analysis},
booktitle = {Findings of the Association for Computational Linguistics: {EACL}
2024, St. Julian's, Malta, March 17-22, 2024},
pages = {1013--1025},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://aclanthology.org/2024.findings-eacl.68},
timestamp = {Tue, 02 Apr 2024 16:32:10 +0200},
biburl = {https://dblp.org/rec/conf/eacl/ChewLCH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-04700,
author = {Jia{-}Chen Gu and
Hao{-}Xiang Xu and
Jun{-}Yu Ma and
Pan Lu and
Zhen{-}Hua Ling and
Kai{-}Wei Chang and
Nanyun Peng},
title = {Model Editing Can Hurt General Abilities of Large Language Models},
journal = {CoRR},
volume = {abs/2401.04700},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.04700},
doi = {10.48550/ARXIV.2401.04700},
eprinttype = {arXiv},
eprint = {2401.04700},
timestamp = {Wed, 24 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-04700.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-05249,
author = {Xiao Liu and
Yansong Feng and
Kai{-}Wei Chang},
title = {{CASA:} Causality-driven Argument Sufficiency Assessment},
journal = {CoRR},
volume = {abs/2401.05249},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.05249},
doi = {10.48550/ARXIV.2401.05249},
eprinttype = {arXiv},
eprint = {2401.05249},
timestamp = {Thu, 25 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-05249.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-05561,
author = {Lichao Sun and
Yue Huang and
Haoran Wang and
Siyuan Wu and
Qihui Zhang and
Chujie Gao and
Yixin Huang and
Wenhan Lyu and
Yixuan Zhang and
Xiner Li and
Zhengliang Liu and
Yixin Liu and
Yijue Wang and
Zhikun Zhang and
Bhavya Kailkhura and
Caiming Xiong and
Chaowei Xiao and
Chunyuan Li and
Eric P. Xing and
Furong Huang and
Hao Liu and
Heng Ji and
Hongyi Wang and
Huan Zhang and
Huaxiu Yao and
Manolis Kellis and
Marinka Zitnik and
Meng Jiang and
Mohit Bansal and
James Zou and
Jian Pei and
Jian Liu and
Jianfeng Gao and
Jiawei Han and
Jieyu Zhao and
Jiliang Tang and
Jindong Wang and
John Mitchell and
Kai Shu and
Kaidi Xu and
Kai{-}Wei Chang and
Lifang He and
Lifu Huang and
Michael Backes and
Neil Zhenqiang Gong and
Philip S. Yu and
Pin{-}Yu Chen and
Quanquan Gu and
Ran Xu and
Rex Ying and
Shuiwang Ji and
Suman Jana and
Tianlong Chen and
Tianming Liu and
Tianyi Zhou and
William Wang and
Xiang Li and
Xiangliang Zhang and
Xiao Wang and
Xing Xie and
Xun Chen and
Xuyu Wang and
Yan Liu and
Yanfang Ye and
Yinzhi Cao and
Yue Zhao},
title = {TrustLLM: Trustworthiness in Large Language Models},
journal = {CoRR},
volume = {abs/2401.05561},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.05561},
doi = {10.48550/ARXIV.2401.05561},
eprinttype = {arXiv},
eprint = {2401.05561},
timestamp = {Tue, 23 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-05561.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-10471,
author = {Yiwei Wang and
Muhao Chen and
Nanyun Peng and
Kai{-}Wei Chang},
title = {DeepEdit: Knowledge Editing as Decoding with Constraints},
journal = {CoRR},
volume = {abs/2401.10471},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.10471},
doi = {10.48550/ARXIV.2401.10471},
eprinttype = {arXiv},
eprint = {2401.10471},
timestamp = {Fri, 02 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-10471.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-13311,
author = {Rohan Wadhawan and
Hritik Bansal and
Kai{-}Wei Chang and
Nanyun Peng},
title = {ConTextual: Evaluating Context-Sensitive Text-Rich Visual Reasoning
in Large Multimodal Models},
journal = {CoRR},
volume = {abs/2401.13311},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.13311},
doi = {10.48550/ARXIV.2401.13311},
eprinttype = {arXiv},
eprint = {2401.13311},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-13311.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-18018,
author = {Chujie Zheng and
Fan Yin and
Hao Zhou and
Fandong Meng and
Jie Zhou and
Kai{-}Wei Chang and
Minlie Huang and
Nanyun Peng},
title = {Prompt-Driven {LLM} Safeguarding via Directed Representation Optimization},
journal = {CoRR},
volume = {abs/2401.18018},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.18018},
doi = {10.48550/ARXIV.2401.18018},
eprinttype = {arXiv},
eprint = {2401.18018},
timestamp = {Wed, 07 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-18018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-11089,
author = {Yixin Wan and
Kai{-}Wei Chang},
title = {The Male {CEO} and the Female Assistant: Probing Gender Biases in
Text-To-Image Models Through Paired Stereotype Test},
journal = {CoRR},
volume = {abs/2402.11089},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.11089},
doi = {10.48550/ARXIV.2402.11089},
eprinttype = {arXiv},
eprint = {2402.11089},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-11089.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-13018,
author = {Haibin Wu and
Huang{-}Cheng Chou and
Kai{-}Wei Chang and
Lucas Goncalves and
Jiawei Du and
Jyh{-}Shing Roger Jang and
Chi{-}Chun Lee and
Hung{-}Yi Lee},
title = {{EMO-SUPERB:} An In-depth Look at Speech Emotion Recognition},
journal = {CoRR},
volume = {abs/2402.13018},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.13018},
doi = {10.48550/ARXIV.2402.13018},
eprinttype = {arXiv},
eprint = {2402.13018},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-13018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-13071,
author = {Haibin Wu and
Ho{-}Lam Chung and
Yi{-}Cheng Lin and
Yuan{-}Kuei Wu and
Xuanjun Chen and
Yu{-}Chi Pai and
Hsiu{-}Hsuan Wang and
Kai{-}Wei Chang and
Alexander H. Liu and
Hung{-}yi Lee},
title = {Codec-SUPERB: An In-Depth Analysis of Sound Codec Models},
journal = {CoRR},
volume = {abs/2402.13071},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.13071},
doi = {10.48550/ARXIV.2402.13071},
eprinttype = {arXiv},
eprint = {2402.13071},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-13071.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-13236,
author = {Haibin Wu and
Xuanjun Chen and
Yi{-}Cheng Lin and
Kai{-}Wei Chang and
Ho{-}Lam Chung and
Alexander H. Liu and
Hung{-}yi Lee},
title = {Towards audio language modeling - an overview},
journal = {CoRR},
volume = {abs/2402.13236},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.13236},
doi = {10.48550/ARXIV.2402.13236},
eprinttype = {arXiv},
eprint = {2402.13236},
timestamp = {Mon, 25 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-13236.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-14052,
author = {Di Wu and
Wasi Uddin Ahmad and
Kai{-}Wei Chang},
title = {On Leveraging Encoder-only Pre-trained Language Models for Effective
Keyphrase Generation},
journal = {CoRR},
volume = {abs/2402.14052},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.14052},
doi = {10.48550/ARXIV.2402.14052},
eprinttype = {arXiv},
eprint = {2402.14052},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-14052.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-17644,
author = {Xiao Liu and
Zirui Wu and
Xueqing Wu and
Pan Lu and
Kai{-}Wei Chang and
Yansong Feng},
title = {Are LLMs Capable of Data-based Statistical and Causal Reasoning? Benchmarking
Advanced Quantitative Reasoning with Data},
journal = {CoRR},
volume = {abs/2402.17644},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.17644},
doi = {10.48550/ARXIV.2402.17644},
eprinttype = {arXiv},
eprint = {2402.17644},
timestamp = {Thu, 11 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-17644.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-18048,
author = {Fan Yin and
Jayanth Srinivasa and
Kai{-}Wei Chang},
title = {Characterizing Truthfulness in Large Language Model Generations with
Local Intrinsic Dimension},
journal = {CoRR},
volume = {abs/2402.18048},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.18048},
doi = {10.48550/ARXIV.2402.18048},
eprinttype = {arXiv},
eprint = {2402.18048},
timestamp = {Tue, 26 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-18048.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-02528,
author = {Xueqing Wu and
Rui Zheng and
Jingzhen Sha and
Te{-}Lin Wu and
Hanyu Zhou and
Mohan Tang and
Kai{-}Wei Chang and
Nanyun Peng and
Haoran Huang},
title = {{DACO:} Towards Application-Driven and Comprehensive Data Analysis
via Code Generation},
journal = {CoRR},
volume = {abs/2403.02528},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.02528},
doi = {10.48550/ARXIV.2403.02528},
eprinttype = {arXiv},
eprint = {2403.02528},
timestamp = {Thu, 11 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-02528.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-14624,
author = {Renrui Zhang and
Dongzhi Jiang and
Yichi Zhang and
Haokun Lin and
Ziyu Guo and
Pengshuo Qiu and
Aojun Zhou and
Pan Lu and
Kai{-}Wei Chang and
Peng Gao and
Hongsheng Li},
title = {MathVerse: Does Your Multi-modal {LLM} Truly See the Diagrams in Visual
Math Problems?},
journal = {CoRR},
volume = {abs/2403.14624},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.14624},
doi = {10.48550/ARXIV.2403.14624},
eprinttype = {arXiv},
eprint = {2403.14624},
timestamp = {Tue, 09 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-14624.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ChiA0C23,
author = {Jianfeng Chi and
Wasi Uddin Ahmad and
Yuan Tian and
Kai{-}Wei Chang},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {{PLUE:} Language Understanding Evaluation Benchmark for Privacy Policies
in English},
booktitle = {Proceedings of the 61st Annual Meeting of the Association for Computational
Linguistics (Volume 2: Short Papers), {ACL} 2023, Toronto, Canada,
July 9-14, 2023},
pages = {352--365},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.acl-short.31},
doi = {10.18653/V1/2023.ACL-SHORT.31},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/ChiA0C23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/MonajatipoorLR023,
author = {Masoud Monajatipoor and
Liunian Harold Li and
Mozhdeh Rouhsedaghat and
Lin Yang and
Kai{-}Wei Chang},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {MetaVL: Transferring In-Context Learning Ability From Language Models
to Vision-Language Models},
booktitle = {Proceedings of the 61st Annual Meeting of the Association for Computational
Linguistics (Volume 2: Short Papers), {ACL} 2023, Toronto, Canada,
July 9-14, 2023},
pages = {495--508},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.acl-short.43},
doi = {10.18653/V1/2023.ACL-SHORT.43},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/MonajatipoorLR023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/SunWYCCC23,
author = {Rui Sun and
Zhecan Wang and
Haoxuan You and
Noel Codella and
Kai{-}Wei Chang and
Shih{-}Fu Chang},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {UniFine: {A} Unified and Fine-grained Approach for Zero-shot Vision-Language
Understanding},
booktitle = {Findings of the Association for Computational Linguistics: {ACL} 2023,
Toronto, Canada, July 9-14, 2023},
pages = {778--793},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.findings-acl.49},
doi = {10.18653/V1/2023.FINDINGS-ACL.49},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/SunWYCCC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/SelvamDKKC23,
author = {Nikil Roashan Selvam and
Sunipa Dev and
Daniel Khashabi and
Tushar Khot and
Kai{-}Wei Chang},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {The Tail Wagging the Dog: Dataset Construction Biases of Social Bias
Benchmarks},
booktitle = {Proceedings of the 61st Annual Meeting of the Association for Computational
Linguistics (Volume 2: Short Papers), {ACL} 2023, Toronto, Canada,
July 9-14, 2023},
pages = {1373--1386},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.acl-short.118},
doi = {10.18653/V1/2023.ACL-SHORT.118},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/SelvamDKKC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/AhmadTCC23,
author = {Wasi Uddin Ahmad and
Md Golam Rahman Tushar and
Saikat Chakraborty and
Kai{-}Wei Chang},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {{AVATAR:} {A} Parallel Corpus for Java-Python Program Translation},
booktitle = {Findings of the Association for Computational Linguistics: {ACL} 2023,
Toronto, Canada, July 9-14, 2023},
pages = {2268--2281},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.findings-acl.143},
doi = {10.18653/V1/2023.FINDINGS-ACL.143},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/AhmadTCC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/LiHYRC023,
author = {Liunian Harold Li and
Jack Hessel and
Youngjae Yu and
Xiang Ren and
Kai{-}Wei Chang and
Yejin Choi},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {Symbolic Chain-of-Thought Distillation: Small Models Can Also "Think"
Step-by-Step},
booktitle = {Proceedings of the 61st Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2023, Toronto, Canada,
July 9-14, 2023},
pages = {2665--2679},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.acl-long.150},
doi = {10.18653/V1/2023.ACL-LONG.150},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/LiHYRC023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ParekhHHCP23,
author = {Tanmay Parekh and
I{-}Hung Hsu and
Kuan{-}Hao Huang and
Kai{-}Wei Chang and
Nanyun Peng},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {{GENEVA:} Benchmarking Generalizability for Event Argument Extraction
with Hundreds of Event Types and Argument Roles},
booktitle = {Proceedings of the 61st Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2023, Toronto, Canada,
July 9-14, 2023},
pages = {3664--3686},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.acl-long.203},
doi = {10.18653/V1/2023.ACL-LONG.203},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/ParekhHHCP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/HuangIHKCG23,
author = {Kuan{-}Hao Huang and
Varun Iyer and
I{-}Hung Hsu and
Anoop Kumar and
Kai{-}Wei Chang and
Aram Galstyan},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {ParaAMR: {A} Large-Scale Syntactically Diverse Paraphrase Dataset
by {AMR} Back-Translation},
booktitle = {Proceedings of the 61st Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2023, Toronto, Canada,
July 9-14, 2023},
pages = {8047--8061},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.acl-long.447},
doi = {10.18653/V1/2023.ACL-LONG.447},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/HuangIHKCG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/YangY0CMX23,
author = {Chenghao Yang and
Fan Yin and
He He and
Kai{-}Wei Chang and
Xiaofei Ma and
Bing Xiang},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {Efficient Shapley Values Estimation by Amortization for Text Classification},
booktitle = {Proceedings of the 61st Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2023, Toronto, Canada,
July 9-14, 2023},
pages = {8666--8680},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.acl-long.483},
doi = {10.18653/V1/2023.ACL-LONG.483},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/YangY0CMX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/WanHC23,
author = {Yixin Wan and
Kuan{-}Hao Huang and
Kai{-}Wei Chang},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {{PIP:} Parse-Instructed Prefix for Syntactically Controlled Paraphrase
Generation},
booktitle = {Findings of the Association for Computational Linguistics: {ACL} 2023,
Toronto, Canada, July 9-14, 2023},
pages = {10372--10380},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.findings-acl.659},
doi = {10.18653/V1/2023.FINDINGS-ACL.659},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/WanHC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/LingZXLCH023,
author = {Zixuan Ling and
Xiaoqing Zheng and
Jianhan Xu and
Jinshu Lin and
Kai{-}Wei Chang and
Cho{-}Jui Hsieh and
Xuanjing Huang},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {Enhancing Unsupervised Semantic Parsing with Distributed Contextual
Representations},
booktitle = {Findings of the Association for Computational Linguistics: {ACL} 2023,
Toronto, Canada, July 9-14, 2023},
pages = {11454--11465},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.findings-acl.726},
doi = {10.18653/V1/2023.FINDINGS-ACL.726},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/LingZXLCH023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/HsuHZCNCP23,
author = {I{-}Hung Hsu and
Kuan{-}Hao Huang and
Shuning Zhang and
Wenxin Cheng and
Prem Natarajan and
Kai{-}Wei Chang and
Nanyun Peng},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {{TAGPRIME:} {A} Unified Framework for Relational Structure Extraction},
booktitle = {Proceedings of the 61st Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2023, Toronto, Canada,
July 9-14, 2023},
pages = {12917--12932},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.acl-long.723},
doi = {10.18653/V1/2023.ACL-LONG.723},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/HsuHZCNCP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/MehrabiGVDKHCZG23,
author = {Ninareh Mehrabi and
Palash Goyal and
Apurv Verma and
Jwala Dhamala and
Varun Kumar and
Qian Hu and
Kai{-}Wei Chang and
Richard S. Zemel and
Aram Galstyan and
Rahul Gupta},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {Resolving Ambiguities in Text-to-Image Generative Models},
booktitle = {Proceedings of the 61st Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2023, Toronto, Canada,
July 9-14, 2023},
pages = {14367--14388},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.acl-long.804},
doi = {10.18653/V1/2023.ACL-LONG.804},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/MehrabiGVDKHCZG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/Lu00WC23,
author = {Pan Lu and
Liang Qiu and
Wenhao Yu and
Sean Welleck and
Kai{-}Wei Chang},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {A Survey of Deep Learning for Mathematical Reasoning},
booktitle = {Proceedings of the 61st Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2023, Toronto, Canada,
July 9-14, 2023},
pages = {14605--14631},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.acl-long.817},
doi = {10.18653/V1/2023.ACL-LONG.817},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/Lu00WC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acm/0001CZNCR23,
author = {Wenpeng Yin and
Muhao Chen and
Ben Zhou and
Qiang Ning and
Kai{-}Wei Chang and
Dan Roth},
editor = {Yun{-}Nung Vivian Chen and
Margot Mieskes and
Siva Reddy},
title = {Indirectly Supervised Natural Language Processing},
booktitle = {Proceedings of the 61st Annual Meeting of the Association for Computational
Linguistics: Tutorial Abstracts, {ACL} 2023, Toronto, Canada, July
9-14, 2023},
pages = {32--40},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.acl-tutorials.5},
doi = {10.18653/V1/2023.ACL-TUTORIALS.5},
timestamp = {Mon, 06 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acm/0001CZNCR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aies/OvalleSGGC23,
author = {Anaelia Ovalle and
Arjun Subramonian and
Vagrant Gautam and
Gilbert Gee and
Kai{-}Wei Chang},
editor = {Francesca Rossi and
Sanmay Das and
Jenny Davis and
Kay Firth{-}Butterfield and
Alex John},
title = {Factoring the Matrix of Domination: {A} Critical Review and Reimagination
of Intersectionality in {AI} Fairness},
booktitle = {Proceedings of the 2023 {AAAI/ACM} Conference on AI, Ethics, and Society,
{AIES} 2023, Montr{\'{e}}al, QC, Canada, August 8-10, 2023},
pages = {496--511},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3600211.3604705},
doi = {10.1145/3600211.3604705},
timestamp = {Tue, 23 Jan 2024 13:25:45 +0100},
biburl = {https://dblp.org/rec/conf/aies/OvalleSGGC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/AhmedCB23,
author = {Kareem Ahmed and
Kai{-}Wei Chang and
Guy Van den Broeck},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Semantic Strengthening of Neuro-Symbolic Learning},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {10252--10261},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/ahmed23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/AhmedCB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asru/ChangCLHHHLL23,
author = {Kai{-}Wei Chang and
Ming{-}Hsin Chen and
Yun{-}Ping Lin and
Jing Neng Hsu and
Paul Kuo{-}Ming Huang and
Chien{-}Yu Huang and
Shang{-}Wen Li and
Hung{-}Yi Lee},
title = {Prompting and Adapter Tuning For Self-Supervised Encoder-Decoder Speech
Model},
booktitle = {{IEEE} Automatic Speech Recognition and Understanding Workshop, {ASRU}
2023, Taipei, Taiwan, December 16-20, 2023},
pages = {1--8},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ASRU57964.2023.10389731},
doi = {10.1109/ASRU57964.2023.10389731},
timestamp = {Tue, 13 Feb 2024 21:21:14 +0100},
biburl = {https://dblp.org/rec/conf/asru/ChangCLHHHLL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asru/KuanLHLCCCL23,
author = {Chun{-}Yi Kuan and
Chen{-}An Li and
Tsu{-}Yuan Hsu and
Tse{-}Yang Lin and
Ho{-}Lam Chung and
Kai{-}Wei Chang and
Shuo{-}Yiin Chang and
Hung{-}Yi Lee},
title = {Towards General-Purpose Text-Instruction-Guided Voice Conversion},
booktitle = {{IEEE} Automatic Speech Recognition and Understanding Workshop, {ASRU}
2023, Taipei, Taiwan, December 16-20, 2023},
pages = {1--8},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ASRU57964.2023.10389672},
doi = {10.1109/ASRU57964.2023.10389672},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/asru/KuanLHLCCCL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asru/WangCCHL23,
author = {Yu{-}Hsiang Wang and
Huang{-}Yu Chen and
Kai{-}Wei Chang and
Winston H. Hsu and
Hung{-}Yi Lee},
title = {Minisuperb: Lightweight Benchmark for Self-Supervised Speech Models},
booktitle = {{IEEE} Automatic Speech Recognition and Understanding Workshop, {ASRU}
2023, Taipei, Taiwan, December 16-20, 2023},
pages = {1--8},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ASRU57964.2023.10389699},
doi = {10.1109/ASRU57964.2023.10389699},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/asru/WangCCHL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bea/KwakoWZHCC23,
author = {Alexander Kwako and
Yixin Wan and
Jieyu Zhao and
Mark Hansen and
Kai{-}Wei Chang and
Li Cai},
editor = {Ekaterina Kochmar and
Jill Burstein and
Andrea Horbach and
Ronja Laarmann{-}Quante and
Nitin Madnani and
Ana{\"{\i}}s Tack and
Victoria Yaneva and
Zheng Yuan and
Torsten Zesch},
title = {Does {BERT} Exacerbate Gender or {L1} Biases in Automated English
Speaking Assessment?},
booktitle = {Proceedings of the 18th Workshop on Innovative Use of {NLP} for Building
Educational Applications, BEA@ACL 2023, Toronto, Canada, 13 July 2023},
pages = {668--681},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.bea-1.54},
doi = {10.18653/V1/2023.BEA-1.54},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bea/KwakoWZHCC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/YinGTJC23,
author = {Da Yin and
Feng Gao and
Govind Thattai and
Michael Johnston and
Kai{-}Wei Chang},
title = {{GIVL:} Improving Geographical Inclusivity of Vision-Language Models
with Pre-Training Methods},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2023, Vancouver, BC, Canada, June 17-24, 2023},
pages = {10951--10961},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CVPR52729.2023.01054},
doi = {10.1109/CVPR52729.2023.01054},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/YinGTJC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/HuI0WCSSRF23,
author = {Ziniu Hu and
Ahmet Iscen and
Chen Sun and
Zirui Wang and
Kai{-}Wei Chang and
Yizhou Sun and
Cordelia Schmid and
David A. Ross and
Alireza Fathi},
title = {Reveal: Retrieval-Augmented Visual-Language Pre-Training with Multi-Source
Multimodal Knowledge Memory},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2023, Vancouver, BC, Canada, June 17-24, 2023},
pages = {23369--23379},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CVPR52729.2023.02238},
doi = {10.1109/CVPR52729.2023.02238},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/HuI0WCSSRF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eacl/ParvezCATC23,
author = {Md. Rizwan Parvez and
Jianfeng Chi and
Wasi Uddin Ahmad and
Yuan Tian and
Kai{-}Wei Chang},
editor = {Andreas Vlachos and
Isabelle Augenstein},
title = {Retrieval Enhanced Data Augmentation for Question Answering on Privacy
Policies},
booktitle = {Proceedings of the 17th Conference of the European Chapter of the
Association for Computational Linguistics, {EACL} 2023, Dubrovnik,
Croatia, May 2-6, 2023},
pages = {201--210},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.eacl-main.16},
doi = {10.18653/V1/2023.EACL-MAIN.16},
timestamp = {Thu, 05 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eacl/ParvezCATC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eacl/AhmadCRC23,
author = {Wasi Uddin Ahmad and
Saikat Chakraborty and
Baishakhi Ray and
Kai{-}Wei Chang},
editor = {Andreas Vlachos and
Isabelle Augenstein},
title = {Summarize and Generate to Back-translate: Unsupervised Translation
of Programming Languages},
booktitle = {Proceedings of the 17th Conference of the European Chapter of the
Association for Computational Linguistics, {EACL} 2023, Dubrovnik,
Croatia, May 2-6, 2023},
pages = {1520--1534},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.eacl-main.112},
doi = {10.18653/V1/2023.EACL-MAIN.112},
timestamp = {Thu, 05 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eacl/AhmadCRC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/YangCYDYWC23,
author = {Cheng{-}Fu Yang and
Yen{-}Chun Chen and
Jianwei Yang and
Xiyang Dai and
Lu Yuan and
Yu{-}Chiang Frank Wang and
Kai{-}Wei Chang},
editor = {Houda Bouamor and
Juan Pino and
Kalika Bali},
title = {{LACMA:} Language-Aligning Contrastive Learning with Meta-Actions
for Embodied Instruction Following},
booktitle = {Proceedings of the 2023 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2023, Singapore, December 6-10, 2023},
pages = {1203--1217},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.emnlp-main.77},
doi = {10.18653/V1/2023.EMNLP-MAIN.77},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/YangCYDYWC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/KungY0CP23,
author = {Po{-}Nien Kung and
Fan Yin and
Di Wu and
Kai{-}Wei Chang and
Nanyun Peng},
editor = {Houda Bouamor and
Juan Pino and
Kalika Bali},
title = {Active Instruction Tuning: Improving Cross-Task Generalization by
Training on Prompt Sensitive Tasks},
booktitle = {Proceedings of the 2023 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2023, Singapore, December 6-10, 2023},
pages = {1813--1829},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.emnlp-main.112},
doi = {10.18653/V1/2023.EMNLP-MAIN.112},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/KungY0CP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/WanPSGCP23,
author = {Yixin Wan and
George Pu and
Jiao Sun and
Aparna Garimella and
Kai{-}Wei Chang and
Nanyun Peng},
editor = {Houda Bouamor and
Juan Pino and
Kalika Bali},
title = {"Kelly is a Warm Person, Joseph is a Role Model": Gender
Biases in LLM-Generated Reference Letters},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2023, Singapore, December 6-10, 2023},
pages = {3730--3748},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.findings-emnlp.243},
doi = {10.18653/V1/2023.FINDINGS-EMNLP.243},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/WanPSGCP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/YinLYZB0C23,
author = {Da Yin and
Xiao Liu and
Fan Yin and
Ming Zhong and
Hritik Bansal and
Jiawei Han and
Kai{-}Wei Chang},
editor = {Houda Bouamor and
Juan Pino and
Kalika Bali},
title = {Dynosaur: {A} Dynamic Growth Paradigm for Instruction-Tuning Data
Curation},
booktitle = {Proceedings of the 2023 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2023, Singapore, December 6-10, 2023},
pages = {4031--4047},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.emnlp-main.245},
doi = {10.18653/V1/2023.EMNLP-MAIN.245},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/YinLYZB0C23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/KamathHC23,
author = {Amita Kamath and
Jack Hessel and
Kai{-}Wei Chang},
editor = {Houda Bouamor and
Juan Pino and
Kalika Bali},
title = {Text encoders bottleneck compositionality in contrastive vision-language
models},
booktitle = {Proceedings of the 2023 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2023, Singapore, December 6-10, 2023},
pages = {4933--4944},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.emnlp-main.301},
doi = {10.18653/V1/2023.EMNLP-MAIN.301},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/KamathHC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/WuAC23,
author = {Di Wu and
Wasi Uddin Ahmad and
Kai{-}Wei Chang},
editor = {Houda Bouamor and
Juan Pino and
Kalika Bali},
title = {Rethinking Model Selection and Decoding for Keyphrase Generation with
Pre-trained Sequence-to-Sequence Models},
booktitle = {Proceedings of the 2023 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2023, Singapore, December 6-10, 2023},
pages = {6642--6658},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.emnlp-main.410},
doi = {10.18653/V1/2023.EMNLP-MAIN.410},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/WuAC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/Wang0YXHLCCC23,
author = {Zhecan Wang and
Long Chen and
Haoxuan You and
Keyang Xu and
Yicheng He and
Wenhao Li and
Noel Codella and
Kai{-}Wei Chang and
Shih{-}Fu Chang},
editor = {Houda Bouamor and
Juan Pino and
Kalika Bali},
title = {Dataset Bias Mitigation in Multiple-Choice Visual Question Answering
and Beyond},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2023, Singapore, December 6-10, 2023},
pages = {8598--8617},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.findings-emnlp.576},
doi = {10.18653/V1/2023.FINDINGS-EMNLP.576},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/Wang0YXHLCCC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/KamathHC23a,
author = {Amita Kamath and
Jack Hessel and
Kai{-}Wei Chang},
editor = {Houda Bouamor and
Juan Pino and
Kalika Bali},
title = {What's "up" with vision-language models? Investigating their
struggle with spatial reasoning},
booktitle = {Proceedings of the 2023 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2023, Singapore, December 6-10, 2023},
pages = {9161--9175},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.emnlp-main.568},
doi = {10.18653/V1/2023.EMNLP-MAIN.568},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/KamathHC23a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/WanZCPC23,
author = {Yixin Wan and
Jieyu Zhao and
Aman Chadha and
Nanyun Peng and
Kai{-}Wei Chang},
editor = {Houda Bouamor and
Juan Pino and
Kalika Bali},
title = {Are Personalized Stochastic Parrots More Dangerous? Evaluating Persona
Biases in Dialogue Systems},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2023, Singapore, December 6-10, 2023},
pages = {9677--9705},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.findings-emnlp.648},
doi = {10.18653/V1/2023.FINDINGS-EMNLP.648},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/WanZCPC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/YouSW0WACC23,
author = {Haoxuan You and
Rui Sun and
Zhecan Wang and
Long Chen and
Gengyu Wang and
Hammad A. Ayyubi and
Kai{-}Wei Chang and
Shih{-}Fu Chang},
editor = {Houda Bouamor and
Juan Pino and
Kalika Bali},
title = {IdealGPT: Iteratively Decomposing Vision and Language Reasoning via
Large Language Models},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2023, Singapore, December 6-10, 2023},
pages = {11289--11303},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.findings-emnlp.755},
doi = {10.18653/V1/2023.FINDINGS-EMNLP.755},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/YouSW0WACC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fat/OvalleGDJCGZ023,
author = {Anaelia Ovalle and
Palash Goyal and
Jwala Dhamala and
Zachary Jaggers and
Kai{-}Wei Chang and
Aram Galstyan and
Richard S. Zemel and
Rahul Gupta},
title = {"I'm fully who {I} am": Towards Centering Transgender and
Non-Binary Voices to Measure Biases in Open Language Generation},
booktitle = {Proceedings of the 2023 {ACM} Conference on Fairness, Accountability,
and Transparency, FAccT 2023, Chicago, IL, USA, June 12-15, 2023},
pages = {1246--1266},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3593013.3594078},
doi = {10.1145/3593013.3594078},
timestamp = {Thu, 15 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fat/OvalleGDJCGZ023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/HuangFFHYTCL23,
author = {Kuan{-}Po Huang and
Tzu{-}hsun Feng and
Yu{-}Kuan Fu and
Tsu{-}Yuan Hsu and
Po{-}Chieh Yen and
Wei{-}Cheng Tseng and
Kai{-}Wei Chang and
Hung{-}Yi Lee},
title = {Ensemble Knowledge Distillation of Self-Supervised Speech Models},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing
{ICASSP} 2023, Rhodes Island, Greece, June 4-10, 2023},
pages = {1--5},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICASSP49357.2023.10096445},
doi = {10.1109/ICASSP49357.2023.10096445},
timestamp = {Sun, 05 Nov 2023 16:51:21 +0100},
biburl = {https://dblp.org/rec/conf/icassp/HuangFFHYTCL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/BansalYSGYC23,
author = {Hritik Bansal and
Fan Yin and
Nishad Singhi and
Aditya Grover and
Yu Yang and
Kai{-}Wei Chang},
title = {CleanCLIP: Mitigating Data Poisoning Attacks in Multimodal Contrastive
Learning},
booktitle = {{IEEE/CVF} International Conference on Computer Vision, {ICCV} 2023,
Paris, France, October 1-6, 2023},
pages = {112--123},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICCV51070.2023.00017},
doi = {10.1109/ICCV51070.2023.00017},
timestamp = {Fri, 19 Jan 2024 17:50:41 +0100},
biburl = {https://dblp.org/rec/conf/iccv/BansalYSGYC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/Lu0CWZRCK23,
author = {Pan Lu and
Liang Qiu and
Kai{-}Wei Chang and
Ying Nian Wu and
Song{-}Chun Zhu and
Tanmay Rajpurohit and
Peter Clark and
Ashwin Kalyan},
title = {Dynamic Prompt Learning via Policy Gradient for Semi-structured Mathematical
Reasoning},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=DHyHRBwJUTN},
timestamp = {Fri, 30 Jun 2023 14:38:38 +0200},
biburl = {https://dblp.org/rec/conf/iclr/Lu0CWZRCK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ZhangLMCB23,
author = {Honghua Zhang and
Liunian Harold Li and
Tao Meng and
Kai{-}Wei Chang and
Guy Van den Broeck},
title = {On the Paradox of Learning to Reason from Data},
booktitle = {Proceedings of the Thirty-Second International Joint Conference on
Artificial Intelligence, {IJCAI} 2023, 19th-25th August 2023, Macao,
SAR, China},
pages = {3365--3373},
publisher = {ijcai.org},
year = {2023},
url = {https://doi.org/10.24963/ijcai.2023/375},
doi = {10.24963/IJCAI.2023/375},
timestamp = {Mon, 28 Aug 2023 17:23:07 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/ZhangLMCB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnlp/WangHCC23,
author = {Fei Wang and
Kuan{-}Hao Huang and
Kai{-}Wei Chang and
Muhao Chen},
editor = {Jong C. Park and
Yuki Arase and
Baotian Hu and
Wei Lu and
Derry Wijaya and
Ayu Purwarianti and
Adila Alfa Krisnadhi},
title = {Self-Augmentation Improves Zero-Shot Cross-Lingual Transfer},
booktitle = {Proceedings of the 13th International Joint Conference on Natural
Language Processing and the 3rd Conference of the Asia-Pacific Chapter
of the Association for Computational Linguistics, {IJCNLP} 2023 -
Volume 2: Short Papers, Nusa Dua, Bali, November 1-4, 2023},
pages = {1--9},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.ijcnlp-short.1},
doi = {10.18653/V1/2023.IJCNLP-SHORT.1},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnlp/WangHCC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nesy/AhmedTCBV23,
author = {Kareem Ahmed and
Stefano Teso and
Kai{-}Wei Chang and
Guy Van den Broeck and
Antonio Vergari},
editor = {Artur S. d'Avila Garcez and
Tarek R. Besold and
Marco Gori and
Ernesto Jim{\'{e}}nez{-}Ruiz},
title = {Semantic Probabilistic Layers for Neuro-Symbolic Learning},
booktitle = {Proceedings of the 17th International Workshop on Neural-Symbolic
Learning and Reasoning, La Certosa di Pontignano, Siena, Italy, July
3-5, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3432},
pages = {413},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3432/paper36.pdf},
timestamp = {Tue, 11 Jul 2023 17:14:10 +0200},
biburl = {https://dblp.org/rec/conf/nesy/AhmedTCBV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AhmedCB23,
author = {Kareem Ahmed and
Kai{-}Wei Chang and
Guy Van den Broeck},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {A Pseudo-Semantic Loss for Autoregressive Models with Logical Constraints},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/3accfe8332366a6f740d8740cd4cd653-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/AhmedCB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HuI0CSRSF23,
author = {Ziniu Hu and
Ahmet Iscen and
Chen Sun and
Kai{-}Wei Chang and
Yizhou Sun and
David Ross and
Cordelia Schmid and
Alireza Fathi},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {{AVIS:} Autonomous Visual Information Seeking with Large Language
Model Agent},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/029df12a9363313c3e41047844ecad94-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HuI0CSRSF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiDPC23,
author = {Liunian Harold Li and
Zi{-}Yi Dou and
Nanyun Peng and
Kai{-}Wei Chang},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {DesCo: Learning Object Recognition with Rich Language Descriptions},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/761c3284ee4859bff3c7e5d9299a45ee-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LiDPC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LuPCGCWZG23,
author = {Pan Lu and
Baolin Peng and
Hao Cheng and
Michel Galley and
Kai{-}Wei Chang and
Ying Nian Wu and
Song{-}Chun Zhu and
Jianfeng Gao},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Chameleon: Plug-and-Play Compositional Reasoning with Large Language
Models},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/871ed095b734818cfba48db6aeb25a62-Abstract-Conference.html},
timestamp = {Thu, 11 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/LuPCGCWZG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/0001BCDGGHKPPVZ23,
author = {Rahul Gupta and
Lisa Bauer and
Kai{-}Wei Chang and
Jwala Dhamala and
Aram Galstyan and
Palash Goyal and
Qian Hu and
Avni Khatri and
Rohit Parimi and
Charith Peris and
Apurv Verma and
Richard S. Zemel and
Prem Natarajan},
editor = {Tat{-}Seng Chua and
Hady W. Lauw and
Luo Si and
Evimaria Terzi and
Panayiotis Tsaparas},
title = {Incorporating Fairness in Large Scale {NLU} Systems},
booktitle = {Proceedings of the Sixteenth {ACM} International Conference on Web
Search and Data Mining, {WSDM} 2023, Singapore, 27 February 2023 -
3 March 2023},
pages = {1289--1290},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3539597.3575785},
doi = {10.1145/3539597.3575785},
timestamp = {Sat, 11 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wsdm/0001BCDGGHKPPVZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/faia/AhmedTMLAGLWCPB23,
author = {Kareem Ahmed and
Stefano Teso and
Paolo Morettin and
Luca Di Liello and
Pierfrancesco Ardino and
Jacopo Gobbi and
Yitao Liang and
Eric Wang and
Kai{-}Wei Chang and
Andrea Passerini and
Guy Van den Broeck},
editor = {Pascal Hitzler and
Md. Kamruzzaman Sarker and
Aaron Eberhart},
title = {Semantic Loss Functions for Neuro-Symbolic Structured Prediction},
booktitle = {Compendium of Neurosymbolic Artificial Intelligence},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {369},
pages = {485--505},
publisher = {{IOS} Press},
year = {2023},
url = {https://doi.org/10.3233/FAIA230154},
doi = {10.3233/FAIA230154},
timestamp = {Mon, 05 Feb 2024 20:35:57 +0100},
biburl = {https://dblp.org/rec/series/faia/AhmedTMLAGLWCPB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-01893,
author = {Da Yin and
Feng Gao and
Govind Thattai and
Michael Johnston and
Kai{-}Wei Chang},
title = {{GIVL:} Improving Geographical Inclusivity of Vision-Language Models
with Pre-Training Methods},
journal = {CoRR},
volume = {abs/2301.01893},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.01893},
doi = {10.48550/ARXIV.2301.01893},
eprinttype = {arXiv},
eprint = {2301.01893},
timestamp = {Tue, 10 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-01893.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-12757,
author = {Kuan{-}Po Huang and
Tzu{-}hsun Feng and
Yu{-}Kuan Fu and
Tsu{-}Yuan Hsu and
Po{-}Chieh Yen and
Wei{-}Cheng Tseng and
Kai{-}Wei Chang and
Hung{-}yi Lee},
title = {Ensemble knowledge distillation of self-supervised speech models},
journal = {CoRR},
volume = {abs/2302.12757},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.12757},
doi = {10.48550/ARXIV.2302.12757},
eprinttype = {arXiv},
eprint = {2302.12757},
timestamp = {Tue, 28 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-12757.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-14207,
author = {Kareem Ahmed and
Kai{-}Wei Chang and
Guy Van den Broeck},
title = {Semantic Strengthening of Neuro-Symbolic Learning},
journal = {CoRR},
volume = {abs/2302.14207},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.14207},
doi = {10.48550/ARXIV.2302.14207},
eprinttype = {arXiv},
eprint = {2302.14207},
timestamp = {Thu, 02 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-14207.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-00733,
author = {Kai{-}Wei Chang and
Yu{-}Kai Wang and
Hua Shen and
Iu{-}thing Kang and
Wei{-}Cheng Tseng and
Shang{-}Wen Li and
Hung{-}yi Lee},
title = {SpeechPrompt v2: Prompt Tuning for Speech Classification Tasks},
journal = {CoRR},
volume = {abs/2303.00733},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.00733},
doi = {10.48550/ARXIV.2303.00733},
eprinttype = {arXiv},
eprint = {2303.00733},
timestamp = {Mon, 06 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-00733.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-03323,
author = {Hritik Bansal and
Nishad Singhi and
Yu Yang and
Fan Yin and
Aditya Grover and
Kai{-}Wei Chang},
title = {CleanCLIP: Mitigating Data Poisoning Attacks in Multimodal Contrastive
Learning},
journal = {CoRR},
volume = {abs/2303.03323},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.03323},
doi = {10.48550/ARXIV.2303.03323},
eprinttype = {arXiv},
eprint = {2303.03323},
timestamp = {Tue, 14 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-03323.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-13455,
author = {Haoxuan You and
Mandy Guo and
Zhecan Wang and
Kai{-}Wei Chang and
Jason Baldridge and
Jiahui Yu},
title = {CoBIT: {A} Contrastive Bi-directional Image-Text Generation Model},
journal = {CoRR},
volume = {abs/2303.13455},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.13455},
doi = {10.48550/ARXIV.2303.13455},
eprinttype = {arXiv},
eprint = {2303.13455},
timestamp = {Thu, 13 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-13455.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-15422,
author = {Di Wu and
Da Yin and
Kai{-}Wei Chang},
title = {KPEval: Towards Fine-grained Semantic-based Evaluation of Keyphrase
Extraction and Generation Systems},
journal = {CoRR},
volume = {abs/2303.15422},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.15422},
doi = {10.48550/ARXIV.2303.15422},
eprinttype = {arXiv},
eprint = {2303.15422},
timestamp = {Tue, 15 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-15422.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-17555,
author = {Anaelia Ovalle and
Arjun Subramonian and
Vagrant Gautam and
Gilbert Gee and
Kai{-}Wei Chang},
title = {Factoring the Matrix of Domination: {A} Critical Review and Reimagination
of Intersectionality in {AI} Fairness},
journal = {CoRR},
volume = {abs/2303.17555},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.17555},
doi = {10.48550/ARXIV.2303.17555},
eprinttype = {arXiv},
eprint = {2303.17555},
timestamp = {Mon, 17 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-17555.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-09842,
author = {Pan Lu and
Baolin Peng and
Hao Cheng and
Michel Galley and
Kai{-}Wei Chang and
Ying Nian Wu and
Song{-}Chun Zhu and
Jianfeng Gao},
title = {Chameleon: Plug-and-Play Compositional Reasoning with Large Language
Models},
journal = {CoRR},
volume = {abs/2304.09842},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.09842},
doi = {10.48550/ARXIV.2304.09842},
eprinttype = {arXiv},
eprint = {2304.09842},
timestamp = {Thu, 11 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-09842.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-09941,
author = {Anaelia Ovalle and
Palash Goyal and
Jwala Dhamala and
Zachary Jaggers and
Kai{-}Wei Chang and
Aram Galstyan and
Richard S. Zemel and
Rahul Gupta},
title = {"I'm fully who {I} am": Towards Centering Transgender and
Non-Binary Voices to Measure Biases in Open Language Generation},
journal = {CoRR},
volume = {abs/2305.09941},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.09941},
doi = {10.48550/ARXIV.2305.09941},
eprinttype = {arXiv},
eprint = {2305.09941},
timestamp = {Wed, 24 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-09941.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-13654,
author = {Oscar Chew and
Kuan{-}Hao Huang and
Kai{-}Wei Chang and
Hsuan{-}Tien Lin},
title = {Understanding and Mitigating Spurious Correlations in Text Classification},
journal = {CoRR},
volume = {abs/2305.13654},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.13654},
doi = {10.48550/ARXIV.2305.13654},
eprinttype = {arXiv},
eprint = {2305.13654},
timestamp = {Mon, 05 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-13654.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-14327,
author = {Da Yin and
Xiao Liu and
Fan Yin and
Ming Zhong and
Hritik Bansal and
Jiawei Han and
Kai{-}Wei Chang},
title = {Dynosaur: {A} Dynamic Growth Paradigm for Instruction-Tuning Data
Curation},
journal = {CoRR},
volume = {abs/2305.14327},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.14327},
doi = {10.48550/ARXIV.2305.14327},
eprinttype = {arXiv},
eprint = {2305.14327},
timestamp = {Wed, 30 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-14327.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-14897,
author = {Amita Kamath and
Jack Hessel and
Kai{-}Wei Chang},
title = {Text encoders are performance bottlenecks in contrastive vision-language
models},
journal = {CoRR},
volume = {abs/2305.14897},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.14897},
doi = {10.48550/ARXIV.2305.14897},
eprinttype = {arXiv},
eprint = {2305.14897},
timestamp = {Tue, 06 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-14897.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-14985,
author = {Haoxuan You and
Rui Sun and
Zhecan Wang and
Long Chen and
Gengyu Wang and
Hammad A. Ayyubi and
Kai{-}Wei Chang and
Shih{-}Fu Chang},
title = {IdealGPT: Iteratively Decomposing Vision and Language Reasoning via
Large Language Models},
journal = {CoRR},
volume = {abs/2305.14985},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.14985},
doi = {10.48550/ARXIV.2305.14985},
eprinttype = {arXiv},
eprint = {2305.14985},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-14985.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-16585,
author = {Kuan{-}Hao Huang and
Varun Iyer and
I{-}Hung Hsu and
Anoop Kumar and
Kai{-}Wei Chang and
Aram Galstyan},
title = {ParaAMR: {A} Large-Scale Syntactically Diverse Paraphrase Dataset
by {AMR} Back-Translation},
journal = {CoRR},
volume = {abs/2305.16585},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.16585},
doi = {10.48550/ARXIV.2305.16585},
eprinttype = {arXiv},
eprint = {2305.16585},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-16585.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-16665,
author = {Yixin Wan and
Yuan Zhou and
Xiulian Peng and
Kai{-}Wei Chang and
Yan Lu},
title = {{ABC-KD:} Attention-Based-Compression Knowledge Distillation for Deep
Learning-Based Noise Suppression},
journal = {CoRR},
volume = {abs/2305.16665},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.16665},
doi = {10.48550/ARXIV.2305.16665},
eprinttype = {arXiv},
eprint = {2305.16665},
timestamp = {Tue, 06 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-16665.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-16701,
author = {Yixin Wan and
Kuan{-}Hao Huang and
Kai{-}Wei Chang},
title = {{PIP:} Parse-Instructed Prefix for Syntactically Controlled Paraphrase
Generation},
journal = {CoRR},
volume = {abs/2305.16701},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.16701},
doi = {10.48550/ARXIV.2305.16701},
eprinttype = {arXiv},
eprint = {2305.16701},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-16701.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-19011,
author = {Yu{-}Hsiang Wang and
Huang{-}Yu Chen and
Kai{-}Wei Chang and
Winston H. Hsu and
Hung{-}yi Lee},
title = {MiniSUPERB: Lightweight Benchmark for Self-supervised Speech Models},
journal = {CoRR},
volume = {abs/2305.19011},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.19011},
doi = {10.48550/ARXIV.2305.19011},
eprinttype = {arXiv},
eprint = {2305.19011},
timestamp = {Tue, 06 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-19011.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-19713,
author = {Zhouxing Shi and
Yihan Wang and
Fan Yin and
Xiangning Chen and
Kai{-}Wei Chang and
Cho{-}Jui Hsieh},
title = {Red Teaming Language Model Detectors with Language Models},
journal = {CoRR},
volume = {abs/2305.19713},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.19713},
doi = {10.48550/ARXIV.2305.19713},
eprinttype = {arXiv},
eprint = {2305.19713},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-19713.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-19998,
author = {Chenghao Yang and
Fan Yin and
He He and
Kai{-}Wei Chang and
Xiaofei Ma and
Bing Xiang},
title = {Efficient Shapley Values Estimation by Amortization for Text Classification},
journal = {CoRR},
volume = {abs/2305.19998},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.19998},
doi = {10.48550/ARXIV.2305.19998},
eprinttype = {arXiv},
eprint = {2305.19998},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-19998.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-01311,
author = {Masoud Monajatipoor and
Liunian Harold Li and
Mozhdeh Rouhsedaghat and
Lin F. Yang and
Kai{-}Wei Chang},
title = {MetaVL: Transferring In-Context Learning Ability From Language Models
to Vision-Language Models},
journal = {CoRR},
volume = {abs/2306.01311},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.01311},
doi = {10.48550/ARXIV.2306.01311},
eprinttype = {arXiv},
eprint = {2306.01311},
timestamp = {Mon, 12 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-01311.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-02207,
author = {Haibin Wu and
Kai{-}Wei Chang and
Yuan{-}Kuei Wu and
Hung{-}yi Lee},
title = {SpeechGen: Unlocking the Generative Power of Speech Language Models
with Prompts},
journal = {CoRR},
volume = {abs/2306.02207},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.02207},
doi = {10.48550/ARXIV.2306.02207},
eprinttype = {arXiv},
eprint = {2306.02207},
timestamp = {Wed, 14 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-02207.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-05552,
author = {Anaelia Ovalle and
Mehrab Beikzadeh and
Parshan Teimouri and
Kai{-}Wei Chang and
Majid Sarrafzadeh},
title = {ChatGPT for Us: Preserving Data Privacy in ChatGPT via Dialogue Text
Ambiguation to Expand Mental Health Care Delivery},
journal = {CoRR},
volume = {abs/2306.05552},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.05552},
doi = {10.48550/ARXIV.2306.05552},
eprinttype = {arXiv},
eprint = {2306.05552},
timestamp = {Wed, 14 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-05552.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-08129,
author = {Ziniu Hu and
Ahmet Iscen and
Chen Sun and
Kai{-}Wei Chang and
Yizhou Sun and
David A. Ross and
Cordelia Schmid and
Alireza Fathi},
title = {{AVIS:} Autonomous Visual Information Seeking with Large Language
Models},
journal = {CoRR},
volume = {abs/2306.08129},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.08129},
doi = {10.48550/ARXIV.2306.08129},
eprinttype = {arXiv},
eprint = {2306.08129},
timestamp = {Sun, 18 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-08129.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-14050,
author = {Liunian Harold Li and
Jack Hessel and
Youngjae Yu and
Xiang Ren and
Kai{-}Wei Chang and
Yejin Choi},
title = {Symbolic Chain-of-Thought Distillation: Small Models Can Also "Think"
Step-by-Step},
journal = {CoRR},
volume = {abs/2306.14050},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.14050},
doi = {10.48550/ARXIV.2306.14050},
eprinttype = {arXiv},
eprint = {2306.14050},
timestamp = {Tue, 27 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-14050.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-14060,
author = {Liunian Harold Li and
Zi{-}Yi Dou and
Nanyun Peng and
Kai{-}Wei Chang},
title = {DesCo: Learning Object Recognition with Rich Language Descriptions},
journal = {CoRR},
volume = {abs/2306.14060},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.14060},
doi = {10.48550/ARXIV.2306.14060},
eprinttype = {arXiv},
eprint = {2306.14060},
timestamp = {Tue, 27 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-14060.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-00862,
author = {Rui Sun and
Zhecan Wang and
Haoxuan You and
Noel Codella and
Kai{-}Wei Chang and
Shih{-}Fu Chang},
title = {UniFine: {A} Unified and Fine-grained Approach for Zero-shot Vision-Language
Understanding},
journal = {CoRR},
volume = {abs/2307.00862},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.00862},
doi = {10.48550/ARXIV.2307.00862},
eprinttype = {arXiv},
eprint = {2307.00862},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-00862.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-04265,
author = {Ninareh Mehrabi and
Palash Goyal and
Christophe Dupuy and
Qian Hu and
Shalini Ghosh and
Richard S. Zemel and
Kai{-}Wei Chang and
Aram Galstyan and
Rahul Gupta},
title = {{FLIRT:} Feedback Loop In-context Red Teaming},
journal = {CoRR},
volume = {abs/2308.04265},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.04265},
doi = {10.48550/ARXIV.2308.04265},
eprinttype = {arXiv},
eprint = {2308.04265},
timestamp = {Tue, 22 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-04265.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-08943,
author = {Tanmay Parekh and
I{-}Hung Hsu and
Kuan{-}Hao Huang and
Kai{-}Wei Chang and
Nanyun Peng},
title = {Contextual Label Projection for Cross-Lingual Structure Extraction},
journal = {CoRR},
volume = {abs/2309.08943},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.08943},
doi = {10.48550/ARXIV.2309.08943},
eprinttype = {arXiv},
eprint = {2309.08943},
timestamp = {Fri, 22 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-08943.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-09510,
author = {Chien{-}yu Huang and
Ke{-}Han Lu and
Shih{-}Heng Wang and
Chi{-}Yuan Hsiao and
Chun{-}Yi Kuan and
Haibin Wu and
Siddhant Arora and
Kai{-}Wei Chang and
Jiatong Shi and
Yifan Peng and
Roshan S. Sharma and
Shinji Watanabe and
Bhiksha Ramakrishnan and
Shady Shehata and
Hung{-}yi Lee},
title = {Dynamic-SUPERB: Towards {A} Dynamic, Collaborative, and Comprehensive
Instruction-Tuning Benchmark for Speech},
journal = {CoRR},
volume = {abs/2309.09510},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.09510},
doi = {10.48550/ARXIV.2309.09510},
eprinttype = {arXiv},
eprint = {2309.09510},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-09510.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-10891,
author = {Fei Wang and
Kuan{-}Hao Huang and
Kai{-}Wei Chang and
Muhao Chen},
title = {Self-Augmentation Improves Zero-Shot Cross-Lingual Transfer},
journal = {CoRR},
volume = {abs/2309.10891},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.10891},
doi = {10.48550/ARXIV.2309.10891},
eprinttype = {arXiv},
eprint = {2309.10891},
timestamp = {Tue, 12 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-10891.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-14324,
author = {Chun{-}Yi Kuan and
Chen{-}An Li and
Tsu{-}Yuan Hsu and
Tse{-}Yang Lin and
Ho{-}Lam Chung and
Kai{-}Wei Chang and
Shuo{-}Yiin Chang and
Hung{-}yi Lee},
title = {Towards General-Purpose Text-Instruction-Guided Voice Conversion},
journal = {CoRR},
volume = {abs/2309.14324},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.14324},
doi = {10.48550/ARXIV.2309.14324},
eprinttype = {arXiv},
eprint = {2309.14324},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-14324.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-02255,
author = {Pan Lu and
Hritik Bansal and
Tony Xia and
Jiacheng Liu and
Chunyuan Li and
Hannaneh Hajishirzi and
Hao Cheng and
Kai{-}Wei Chang and
Michel Galley and
Jianfeng Gao},
title = {MathVista: Evaluating Math Reasoning in Visual Contexts with GPT-4V,
Bard, and Other Large Multimodal Models},
journal = {CoRR},
volume = {abs/2310.02255},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.02255},
doi = {10.48550/ARXIV.2310.02255},
eprinttype = {arXiv},
eprint = {2310.02255},
timestamp = {Thu, 11 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-02255.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-02971,
author = {Kai{-}Wei Chang and
Ming{-}Hsin Chen and
Yun{-}Ping Lin and
Jing Neng Hsu and
Paul Kuo{-}Ming Huang and
Chien{-}Yu Huang and
Shang{-}Wen Li and
Hung{-}yi Lee},
title = {Prompting and Adapter Tuning for Self-supervised Encoder-Decoder Speech
Model},
journal = {CoRR},
volume = {abs/2310.02971},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.02971},
doi = {10.48550/ARXIV.2310.02971},
eprinttype = {arXiv},
eprint = {2310.02971},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-02971.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-05280,
author = {Yixin Wan and
Jieyu Zhao and
Aman Chadha and
Nanyun Peng and
Kai{-}Wei Chang},
title = {Are Personalized Stochastic Parrots More Dangerous? Evaluating Persona
Biases in Dialogue Systems},
journal = {CoRR},
volume = {abs/2310.05280},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.05280},
doi = {10.48550/ARXIV.2310.05280},
eprinttype = {arXiv},
eprint = {2310.05280},
timestamp = {Fri, 20 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-05280.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-06374,
author = {Di Wu and
Wasi Uddin Ahmad and
Kai{-}Wei Chang},
title = {Rethinking Model Selection and Decoding for Keyphrase Generation with
Pre-trained Sequence-to-Sequence Models},
journal = {CoRR},
volume = {abs/2310.06374},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.06374},
doi = {10.48550/ARXIV.2310.06374},
eprinttype = {arXiv},
eprint = {2310.06374},
timestamp = {Tue, 24 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-06374.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-08795,
author = {Mingyu Derek Ma and
Jiun{-}Yu Kao and
Arpit Gupta and
Yu{-}Hsiang Lin and
Wenbo Zhao and
Tagyoung Chung and
Wei Wang and
Kai{-}Wei Chang and
Nanyun Peng},
title = {Mitigating Bias for Question Answering Models by Tracking Bias Influence},
journal = {CoRR},
volume = {abs/2310.08795},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.08795},
doi = {10.48550/ARXIV.2310.08795},
eprinttype = {arXiv},
eprint = {2310.08795},
timestamp = {Thu, 26 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-08795.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-09219,
author = {Yixin Wan and
George Pu and
Jiao Sun and
Aparna Garimella and
Kai{-}Wei Chang and
Nanyun Peng},
title = {"Kelly is a Warm Person, Joseph is a Role Model": Gender
Biases in LLM-Generated Reference Letters},
journal = {CoRR},
volume = {abs/2310.09219},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.09219},
doi = {10.48550/ARXIV.2310.09219},
eprinttype = {arXiv},
eprint = {2310.09219},
timestamp = {Wed, 25 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-09219.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-10865,
author = {Christina Chance and
Da Yin and
Dakuo Wang and
Kai{-}Wei Chang},
title = {Will the Prince Get True Love's Kiss? On the Model Sensitivity to
Gender Perturbation over Fairytale Texts},
journal = {CoRR},
volume = {abs/2310.10865},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.10865},
doi = {10.48550/ARXIV.2310.10865},
eprinttype = {arXiv},
eprint = {2310.10865},
timestamp = {Thu, 26 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-10865.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-12344,
author = {Cheng{-}Fu Yang and
Yen{-}Chun Chen and
Jianwei Yang and
Xiyang Dai and
Lu Yuan and
Yu{-}Chiang Frank Wang and
Kai{-}Wei Chang},
title = {{LACMA:} Language-Aligning Contrastive Learning with Meta-Actions
for Embodied Instruction Following},
journal = {CoRR},
volume = {abs/2310.12344},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.12344},
doi = {10.48550/ARXIV.2310.12344},
eprinttype = {arXiv},
eprint = {2310.12344},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-12344.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-12477,
author = {Ming{-}Hao Hsu and
Kai{-}Wei Chang and
Shang{-}Wen Li and
Hung{-}yi Lee},
title = {An Exploration of In-Context Learning for Speech Language Model},
journal = {CoRR},
volume = {abs/2310.12477},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.12477},
doi = {10.48550/ARXIV.2310.12477},
eprinttype = {arXiv},
eprint = {2310.12477},
timestamp = {Tue, 31 Oct 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-12477.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-14670,
author = {Zhecan Wang and
Long Chen and
Haoxuan You and
Keyang Xu and
Yicheng He and
Wenhao Li and
Noel Codella and
Kai{-}Wei Chang and
Shih{-}Fu Chang},
title = {Dataset Bias Mitigation in Multiple-Choice Visual Question Answering
and Beyond},
journal = {CoRR},
volume = {abs/2310.14670},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.14670},
doi = {10.48550/ARXIV.2310.14670},
eprinttype = {arXiv},
eprint = {2310.14670},
timestamp = {Mon, 30 Oct 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-14670.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-19785,
author = {Amita Kamath and
Jack Hessel and
Kai{-}Wei Chang},
title = {What's "up" with vision-language models? Investigating their
struggle with spatial reasoning},
journal = {CoRR},
volume = {abs/2310.19785},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.19785},
doi = {10.48550/ARXIV.2310.19785},
eprinttype = {arXiv},
eprint = {2310.19785},
timestamp = {Fri, 03 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-19785.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-00288,
author = {Po{-}Nien Kung and
Fan Yin and
Di Wu and
Kai{-}Wei Chang and
Nanyun Peng},
title = {Active Instruction Tuning: Improving Cross-Task Generalization by
Training on Prompt Sensitive Tasks},
journal = {CoRR},
volume = {abs/2311.00288},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.00288},
doi = {10.48550/ARXIV.2311.00288},
eprinttype = {arXiv},
eprint = {2311.00288},
timestamp = {Tue, 07 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-00288.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-04978,
author = {Junyi Li and
Ninareh Mehrabi and
Charith Peris and
Palash Goyal and
Kai{-}Wei Chang and
Aram Galstyan and
Richard S. Zemel and
Rahul Gupta},
title = {On the steerability of large language models toward data-driven personas},
journal = {CoRR},
volume = {abs/2311.04978},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.04978},
doi = {10.48550/ARXIV.2311.04978},
eprinttype = {arXiv},
eprint = {2311.04978},
timestamp = {Tue, 14 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-04978.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-05657,
author = {Da Yin and
Faeze Brahman and
Abhilasha Ravichander and
Khyathi Chandu and
Kai{-}Wei Chang and
Yejin Choi and
Bill Yuchen Lin},
title = {Lumos: Learning Agents with Unified Data, Modular Design, and Open-Source
LLMs},
journal = {CoRR},
volume = {abs/2311.05657},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.05657},
doi = {10.48550/ARXIV.2311.05657},
eprinttype = {arXiv},
eprint = {2311.05657},
timestamp = {Tue, 14 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-05657.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-09473,
author = {Ninareh Mehrabi and
Palash Goyal and
Anil Ramakrishna and
Jwala Dhamala and
Shalini Ghosh and
Richard S. Zemel and
Kai{-}Wei Chang and
Aram Galstyan and
Rahul Gupta},
title = {{JAB:} Joint Adversarial Prompting and Belief Augmentation},
journal = {CoRR},
volume = {abs/2311.09473},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.09473},
doi = {10.48550/ARXIV.2311.09473},
eprinttype = {arXiv},
eprint = {2311.09473},
timestamp = {Tue, 21 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-09473.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-09562,
author = {Kuan{-}Hao Huang and
I{-}Hung Hsu and
Tanmay Parekh and
Zhiyu Xie and
Zixuan Zhang and
Premkumar Natarajan and
Kai{-}Wei Chang and
Nanyun Peng and
Heng Ji},
title = {A Reevaluation of Event Extraction: Past, Present, and Future Challenges},
journal = {CoRR},
volume = {abs/2311.09562},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.09562},
doi = {10.48550/ARXIV.2311.09562},
eprinttype = {arXiv},
eprint = {2311.09562},
timestamp = {Mon, 19 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-09562.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-10111,
author = {Hritik Bansal and
Yonatan Bitton and
Idan Szpektor and
Kai{-}Wei Chang and
Aditya Grover},
title = {VideoCon: Robust Video-Language Alignment via Contrast Captions},
journal = {CoRR},
volume = {abs/2311.10111},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.10111},
doi = {10.48550/ARXIV.2311.10111},
eprinttype = {arXiv},
eprint = {2311.10111},
timestamp = {Wed, 22 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-10111.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-01097,
author = {Cheng{-}Fu Yang and
Haoyang Xu and
Te{-}Lin Wu and
Xiaofeng Gao and
Kai{-}Wei Chang and
Feng Gao},
title = {Planning as In-Painting: {A} Diffusion-Based Embodied Task Planning
Framework for Environments under Uncertainty},
journal = {CoRR},
volume = {abs/2312.01097},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.01097},
doi = {10.48550/ARXIV.2312.01097},
eprinttype = {arXiv},
eprint = {2312.01097},
timestamp = {Tue, 19 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-01097.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-03905,
author = {Kareem Ahmed and
Kai{-}Wei Chang and
Guy Van den Broeck},
title = {A Pseudo-Semantic Loss for Autoregressive Models with Logical Constraints},
journal = {CoRR},
volume = {abs/2312.03905},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.03905},
doi = {10.48550/ARXIV.2312.03905},
eprinttype = {arXiv},
eprint = {2312.03905},
timestamp = {Mon, 01 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-03905.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-11779,
author = {Anaelia Ovalle and
Ninareh Mehrabi and
Palash Goyal and
Jwala Dhamala and
Kai{-}Wei Chang and
Richard S. Zemel and
Aram Galstyan and
Rahul Gupta},
title = {Are you talking to ['xem'] or ['x', 'em']? On Tokenization and Addressing
Misgendering in LLMs with Pronoun Tokenization Parity},
journal = {CoRR},
volume = {abs/2312.11779},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.11779},
doi = {10.48550/ARXIV.2312.11779},
eprinttype = {arXiv},
eprint = {2312.11779},
timestamp = {Tue, 16 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-11779.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/WangYLZPLCC22,
author = {Zhecan Wang and
Haoxuan You and
Liunian Harold Li and
Alireza Zareian and
Suji Park and
Yiqing Liang and
Kai{-}Wei Chang and
Shih{-}Fu Chang},
title = {{SGEITL:} Scene Graph Enhanced Image-Text Learning for Visual Commonsense
Reasoning},
booktitle = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}
2022, Thirty-Fourth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22
- March 1, 2022},
pages = {5914--5922},
publisher = {{AAAI} Press},
year = {2022},
url = {https://doi.org/10.1609/aaai.v36i5.20536},
doi = {10.1609/AAAI.V36I5.20536},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/WangYLZPLCC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/AhmedLTGCKSB022,
author = {Kareem Ahmed and
Tao Li and
Thy Ton and
Quan Guo and
Kai{-}Wei Chang and
Parisa Kordjamshidi and
Vivek Srikumar and
Guy Van den Broeck and
Sameer Singh},
title = {{PYLON:} {A} PyTorch Framework for Learning with Constraints},
booktitle = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}
2022, Thirty-Fourth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22
- March 1, 2022},
pages = {13152--13154},
publisher = {{AAAI} Press},
year = {2022},
url = {https://doi.org/10.1609/aaai.v36i11.21711},
doi = {10.1609/AAAI.V36I11.21711},
timestamp = {Sat, 21 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/AhmedLTGCKSB022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/CaoPCGKDG22,
author = {Yang Trista Cao and
Yada Pruksachatkun and
Kai{-}Wei Chang and
Rahul Gupta and
Varun Kumar and
Jwala Dhamala and
Aram Galstyan},
editor = {Smaranda Muresan and
Preslav Nakov and
Aline Villavicencio},
title = {On the Intrinsic and Extrinsic Fairness Evaluation Metrics for Contextualized
Language Representations},
booktitle = {Proceedings of the 60th Annual Meeting of the Association for Computational
Linguistics (Volume 2: Short Papers), {ACL} 2022, Dublin, Ireland,
May 22-27, 2022},
pages = {561--570},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.acl-short.62},
doi = {10.18653/V1/2022.ACL-SHORT.62},
timestamp = {Thu, 06 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/CaoPCGKDG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/GuptaDKVPKGCSG22,
author = {Umang Gupta and
Jwala Dhamala and
Varun Kumar and
Apurv Verma and
Yada Pruksachatkun and
Satyapriya Krishna and
Rahul Gupta and
Kai{-}Wei Chang and
Greg Ver Steeg and
Aram Galstyan},
editor = {Smaranda Muresan and
Preslav Nakov and
Aline Villavicencio},
title = {Mitigating Gender Bias in Distilled Language Models via Counterfactual
Role Reversal},
booktitle = {Findings of the Association for Computational Linguistics: {ACL} 2022,
Dublin, Ireland, May 22-27, 2022},
pages = {658--678},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.findings-acl.55},
doi = {10.18653/V1/2022.FINDINGS-ACL.55},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/GuptaDKVPKGCSG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/XuZZLHCH22,
author = {Jianhan Xu and
Cenyuan Zhang and
Xiaoqing Zheng and
Linyang Li and
Cho{-}Jui Hsieh and
Kai{-}Wei Chang and
Xuanjing Huang},
editor = {Smaranda Muresan and
Preslav Nakov and
Aline Villavicencio},
title = {Towards Adversarially Robust Text Classifiers by Learning to Reweight
Clean Examples},
booktitle = {Findings of the Association for Computational Linguistics: {ACL} 2022,
Dublin, Ireland, May 22-27, 2022},
pages = {1694--1707},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.findings-acl.134},
doi = {10.18653/V1/2022.FINDINGS-ACL.134},
timestamp = {Thu, 13 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/XuZZLHCH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/YinSHC22,
author = {Fan Yin and
Zhouxing Shi and
Cho{-}Jui Hsieh and
Kai{-}Wei Chang},
editor = {Smaranda Muresan and
Preslav Nakov and
Aline Villavicencio},
title = {On the Sensitivity and Stability of Model Interpretations in {NLP}},
booktitle = {Proceedings of the 60th Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2022, Dublin, Ireland,
May 22-27, 2022},
pages = {2631--2647},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.acl-long.188},
doi = {10.18653/V1/2022.ACL-LONG.188},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/YinSHC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ZhangZWZCH22,
author = {Cenyuan Zhang and
Xiang Zhou and
Yixin Wan and
Xiaoqing Zheng and
Kai{-}Wei Chang and
Cho{-}Jui Hsieh},
editor = {Smaranda Muresan and
Preslav Nakov and
Aline Villavicencio},
title = {Improving the Adversarial Robustness of {NLP} Models by Information
Bottleneck},
booktitle = {Findings of the Association for Computational Linguistics: {ACL} 2022,
Dublin, Ireland, May 22-27, 2022},
pages = {3588--3598},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.findings-acl.284},
doi = {10.18653/V1/2022.FINDINGS-ACL.284},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/ZhangZWZCH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/HuangHNCP22,
author = {Kuan{-}Hao Huang and
I{-}Hung Hsu and
Prem Natarajan and
Kai{-}Wei Chang and
Nanyun Peng},
editor = {Smaranda Muresan and
Preslav Nakov and
Aline Villavicencio},
title = {Multilingual Generative Language Models for Zero-Shot Cross-Lingual
Event Argument Extraction},
booktitle = {Proceedings of the 60th Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2022, Dublin, Ireland,
May 22-27, 2022},
pages = {4633--4646},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.acl-long.317},
doi = {10.18653/V1/2022.ACL-LONG.317},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/HuangHNCP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/KrishnaGVDPC22,
author = {Satyapriya Krishna and
Rahul Gupta and
Apurv Verma and
Jwala Dhamala and
Yada Pruksachatkun and
Kai{-}Wei Chang},
editor = {Smaranda Muresan and
Preslav Nakov and
Aline Villavicencio},
title = {Measuring Fairness of Text Classifiers via Prediction Sensitivity},
booktitle = {Proceedings of the 60th Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2022, Dublin, Ireland,
May 22-27, 2022},
pages = {5830--5842},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.acl-long.401},
doi = {10.18653/V1/2022.ACL-LONG.401},
timestamp = {Mon, 06 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acl/KrishnaGVDPC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/LiZZYLZWYZHCG22,
author = {Liunian Harold Li and
Pengchuan Zhang and
Haotian Zhang and
Jianwei Yang and
Chunyuan Li and
Yiwu Zhong and
Lijuan Wang and
Lu Yuan and
Lei Zhang and
Jenq{-}Neng Hwang and
Kai{-}Wei Chang and
Jianfeng Gao},
title = {Grounded Language-Image Pre-training},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2022, New Orleans, LA, USA, June 18-24, 2022},
pages = {10955--10965},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CVPR52688.2022.01069},
doi = {10.1109/CVPR52688.2022.01069},
timestamp = {Thu, 11 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/LiZZYLZWYZHCG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/WuADC22,
author = {Di Wu and
Wasi Uddin Ahmad and
Sunipa Dev and
Kai{-}Wei Chang},
editor = {Yoav Goldberg and
Zornitsa Kozareva and
Yue Zhang},
title = {Representation Learning for Resource-Constrained Keyphrase Generation},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022},
pages = {700--716},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.findings-emnlp.49},
doi = {10.18653/V1/2022.FINDINGS-EMNLP.49},
timestamp = {Tue, 15 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/WuADC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/BansalYMC22,
author = {Hritik Bansal and
Da Yin and
Masoud Monajatipoor and
Kai{-}Wei Chang},
editor = {Yoav Goldberg and
Zornitsa Kozareva and
Yue Zhang},
title = {How well can Text-to-Image Generative Models understand Ethical Natural
Language Interventions?},
booktitle = {Proceedings of the 2022 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2022, Abu Dhabi, United Arab Emirates,
December 7-11, 2022},
pages = {1358--1370},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.emnlp-main.88},
doi = {10.18653/V1/2022.EMNLP-MAIN.88},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/BansalYMC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/HuangIKVCG22,
author = {Kuan{-}Hao Huang and
Varun Iyer and
Anoop Kumar and
Sriram Venkatapathy and
Kai{-}Wei Chang and
Aram Galstyan},
editor = {Yoav Goldberg and
Zornitsa Kozareva and
Yue Zhang},
title = {Unsupervised Syntactically Controlled Paraphrase Generation with Abstract
Meaning Representations},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022},
pages = {1547--1554},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.findings-emnlp.111},
doi = {10.18653/V1/2022.FINDINGS-EMNLP.111},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/HuangIKVCG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/Zhao0QCC22,
author = {Jieyu Zhao and
Xuezhi Wang and
Yao Qin and
Jilin Chen and
Kai{-}Wei Chang},
editor = {Yoav Goldberg and
Zornitsa Kozareva and
Yue Zhang},
title = {Investigating Ensemble Methods for Model Robustness Improvement of
Text Classifiers},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022},
pages = {1634--1640},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.findings-emnlp.118},
doi = {10.18653/V1/2022.FINDINGS-EMNLP.118},
timestamp = {Mon, 11 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/Zhao0QCC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/YinBMLC22,
author = {Da Yin and
Hritik Bansal and
Masoud Monajatipoor and
Liunian Harold Li and
Kai{-}Wei Chang},
editor = {Yoav Goldberg and
Zornitsa Kozareva and
Yue Zhang},
title = {GeoMLAMA: Geo-Diverse Commonsense Probing on Multilingual Pre-Trained
Language Models},
booktitle = {Proceedings of the 2022 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2022, Abu Dhabi, United Arab Emirates,
December 7-11, 2022},
pages = {2039--2055},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.emnlp-main.132},
doi = {10.18653/V1/2022.EMNLP-MAIN.132},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/YinBMLC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ChiSYC0022,
author = {Jianfeng Chi and
William Shand and
Yaodong Yu and
Kai{-}Wei Chang and
Han Zhao and
Yuan Tian},
editor = {Yoav Goldberg and
Zornitsa Kozareva and
Yue Zhang},
title = {Conditional Supervised Contrastive Learning for Fair Text Classification},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022},
pages = {2736--2756},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.findings-emnlp.199},
doi = {10.18653/V1/2022.FINDINGS-EMNLP.199},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/ChiSYC0022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/YouSWCC22,
author = {Haoxuan You and
Rui Sun and
Zhecan Wang and
Kai{-}Wei Chang and
Shih{-}Fu Chang},
editor = {Yoav Goldberg and
Zornitsa Kozareva and
Yue Zhang},
title = {Find Someone Who: Visual Commonsense Understanding in Human-Centric
Grounding},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022},
pages = {5444--5454},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.findings-emnlp.399},
doi = {10.18653/V1/2022.FINDINGS-EMNLP.399},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/YouSWCC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/YinLHC22,
author = {Fan Yin and
Yao Li and
Cho{-}Jui Hsieh and
Kai{-}Wei Chang},
editor = {Yoav Goldberg and
Zornitsa Kozareva and
Yue Zhang},
title = {{ADDMU:} Detection of Far-Boundary Adversarial Examples with Data
and Model Uncertainty Estimation},
booktitle = {Proceedings of the 2022 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2022, Abu Dhabi, United Arab Emirates,
December 7-11, 2022},
pages = {6567--6584},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.emnlp-main.440},
doi = {10.18653/V1/2022.EMNLP-MAIN.440},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/YinLHC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/XuLZZCHH22,
author = {Jianhan Xu and
Linyang Li and
Jiping Zhang and
Xiaoqing Zheng and
Kai{-}Wei Chang and
Cho{-}Jui Hsieh and
Xuanjing Huang},
editor = {Yoav Goldberg and
Zornitsa Kozareva and
Yue Zhang},
title = {Weight Perturbation as Defense against Adversarial Word Substitutions},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022},
pages = {7054--7063},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.findings-emnlp.523},
doi = {10.18653/V1/2022.FINDINGS-EMNLP.523},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/XuLZZCHH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/WangYHLCC22,
author = {Zhecan Wang and
Haoxuan You and
Yicheng He and
Wenhao Li and
Kai{-}Wei Chang and
Shih{-}Fu Chang},
editor = {Yoav Goldberg and
Zornitsa Kozareva and
Yue Zhang},
title = {Understanding ME? Multimodal Evaluation for Fine-grained Visual Commonsense},
booktitle = {Proceedings of the 2022 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2022, Abu Dhabi, United Arab Emirates,
December 7-11, 2022},
pages = {9212--9224},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.emnlp-main.626},
doi = {10.18653/V1/2022.EMNLP-MAIN.626},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/WangYHLCC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/HuX0WYZCS22,
author = {Ziniu Hu and
Yichong Xu and
Wenhao Yu and
Shuohang Wang and
Ziyi Yang and
Chenguang Zhu and
Kai{-}Wei Chang and
Yizhou Sun},
editor = {Yoav Goldberg and
Zornitsa Kozareva and
Yue Zhang},
title = {Empowering Language Models with Knowledge Graph Reasoning for Open-Domain
Question Answering},
booktitle = {Proceedings of the 2022 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2022, Abu Dhabi, United Arab Emirates,
December 7-11, 2022},
pages = {9562--9581},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.emnlp-main.650},
doi = {10.18653/V1/2022.EMNLP-MAIN.650},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/HuX0WYZCS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/HuangCL22,
author = {Chien{-}yu Huang and
Kai{-}Wei Chang and
Hung{-}Yi Lee},
title = {Toward Degradation-Robust Voice Conversion},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2022, Virtual and Singapore, 23-27 May 2022},
pages = {6777--6781},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICASSP43922.2022.9746636},
doi = {10.1109/ICASSP43922.2022.9746636},
timestamp = {Tue, 07 Jun 2022 17:34:47 +0200},
biburl = {https://dblp.org/rec/conf/icassp/HuangCL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ShenLTBRCYK22,
author = {Sheng Shen and
Liunian Harold Li and
Hao Tan and
Mohit Bansal and
Anna Rohrbach and
Kai{-}Wei Chang and
Zhewei Yao and
Kurt Keutzer},
title = {How Much Can {CLIP} Benefit Vision-and-Language Tasks?},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=zf\_Ll3HZWgy},
timestamp = {Fri, 17 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/ShenLTBRCYK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnlp/DevSZASHSKNPC22,
author = {Sunipa Dev and
Emily Sheng and
Jieyu Zhao and
Aubrie Amstutz and
Jiao Sun and
Yu Hou and
Mattie Sanseverino and
Jiin Kim and
Akihiro Nishi and
Nanyun Peng and
Kai{-}Wei Chang},
editor = {Yulan He and
Heng Ji and
Yang Liu and
Sujian Li and
Chia{-}Hui Chang and
Soujanya Poria and
Chenghua Lin and
Wray L. Buntine and
Maria Liakata and
Hanqi Yan and
Zonghan Yan and
Sebastian Ruder and
Xiaojun Wan and
Miguel Arana{-}Catania and
Zhongyu Wei and
Hen{-}Hsen Huang and
Jheng{-}Long Wu and
Min{-}Yuh Day and
Pengfei Liu and
Ruifeng Xu},
title = {On Measures of Biases and Harms in {NLP}},
booktitle = {Findings of the Association for Computational Linguistics: {AACL-IJCNLP}
2022, Online only, November 20-23, 2022},
pages = {246--267},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://aclanthology.org/2022.findings-aacl.24},
timestamp = {Tue, 29 Nov 2022 14:53:03 +0100},
biburl = {https://dblp.org/rec/conf/ijcnlp/DevSZASHSKNPC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/ChangT0L22,
author = {Kai{-}Wei Chang and
Wei{-}Cheng Tseng and
Shang{-}Wen Li and
Hung{-}yi Lee},
editor = {Hanseok Ko and
John H. L. Hansen},
title = {An Exploration of Prompt Tuning on Generative Spoken Language Model
for Speech Processing Tasks},
booktitle = {Interspeech 2022, 23rd Annual Conference of the International Speech
Communication Association, Incheon, Korea, 18-22 September 2022},
pages = {5005--5009},
publisher = {{ISCA}},
year = {2022},
url = {https://doi.org/10.21437/Interspeech.2022-10610},
doi = {10.21437/INTERSPEECH.2022-10610},
timestamp = {Wed, 21 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/ChangT0L22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/MonajatipoorRLK22,
author = {Masoud Monajatipoor and
Mozhdeh Rouhsedaghat and
Liunian Harold Li and
C.{-}C. Jay Kuo and
Aichi Chien and
Kai{-}Wei Chang},
editor = {Linwei Wang and
Qi Dou and
P. Thomas Fletcher and
Stefanie Speidel and
Shuo Li},
title = {BERTHop: An Effective Vision-and-Language Model for Chest X-ray Disease
Diagnosis},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2022 - 25th International Conference, Singapore, September 18-22,
2022, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {13435},
pages = {725--734},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-16443-9\_69},
doi = {10.1007/978-3-031-16443-9\_69},
timestamp = {Tue, 13 Dec 2022 14:39:06 +0100},
biburl = {https://dblp.org/rec/conf/miccai/MonajatipoorRLK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/MalikDNPC22,
author = {Vijit Malik and
Sunipa Dev and
Akihiro Nishi and
Nanyun Peng and
Kai{-}Wei Chang},
editor = {Marine Carpuat and
Marie{-}Catherine de Marneffe and
Iv{\'{a}}n Vladimir Meza Ru{\'{\i}}z},
title = {Socially Aware Bias Measurements for Hindi Language Representations},
booktitle = {Proceedings of the 2022 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL} 2022, Seattle, WA, United States, July 10-15, 2022},
pages = {1041--1052},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.naacl-main.76},
doi = {10.18653/V1/2022.NAACL-MAIN.76},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/MalikDNPC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/HsuHBMNCP22,
author = {I{-}Hung Hsu and
Kuan{-}Hao Huang and
Elizabeth Boschee and
Scott Miller and
Prem Natarajan and
Kai{-}Wei Chang and
Nanyun Peng},
editor = {Marine Carpuat and
Marie{-}Catherine de Marneffe and
Iv{\'{a}}n Vladimir Meza Ru{\'{\i}}z},
title = {{DEGREE:} {A} Data-Efficient Generation-Based Event Extraction Model},
booktitle = {Proceedings of the 2022 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL} 2022, Seattle, WA, United States, July 10-15, 2022},
pages = {1890--1908},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.naacl-main.138},
doi = {10.18653/V1/2022.NAACL-MAIN.138},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/HsuHBMNCP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AhmedTCBV22,
author = {Kareem Ahmed and
Stefano Teso and
Kai{-}Wei Chang and
Guy Van den Broeck and
Antonio Vergari},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Semantic Probabilistic Layers for Neuro-Symbolic Learning},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/c182ec594f38926b7fcb827635b9a8f4-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/AhmedTCBV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LuMX0CZTCK22,
author = {Pan Lu and
Swaroop Mishra and
Tanglin Xia and
Liang Qiu and
Kai{-}Wei Chang and
Song{-}Chun Zhu and
Oyvind Tafjord and
Peter Clark and
Ashwin Kalyan},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Learn to Explain: Multimodal Reasoning via Thought Chains for Science
Question Answering},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/11332b6b6cf4485b84afadb1352d3a9a-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LuMX0CZTCK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MengLPC22,
author = {Tao Meng and
Sidi Lu and
Nanyun Peng and
Kai{-}Wei Chang},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Controllable Text Generation with Neurally-Decomposed Oracle},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/b40d5797756800c97f3d525c2e4c8357-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/MengLPC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SubramonianCS22,
author = {Arjun Subramonian and
Kai{-}Wei Chang and
Yizhou Sun},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {On the Discrimination Risk of Mean Aggregation Feature Imputation
in Graphs},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/d4c2f25bf0c33065b7d4fb9be2a9add1-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SubramonianCS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/slt/DhamalaKGCG22,
author = {Jwala Dhamala and
Varun Kumar and
Rahul Gupta and
Kai{-}Wei Chang and
Aram Galstyan},
title = {An Analysis of The Effects of Decoding Algorithms on Fairness in Open-Ended
Language Generation},
booktitle = {{IEEE} Spoken Language Technology Workshop, {SLT} 2022, Doha, Qatar,
January 9-12, 2023},
pages = {655--662},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/SLT54892.2023.10022722},
doi = {10.1109/SLT54892.2023.10022722},
timestamp = {Mon, 06 Feb 2023 22:19:30 +0100},
biburl = {https://dblp.org/rec/conf/slt/DhamalaKGCG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/slt/FengDYYLSCHWCWMLL22,
author = {Tzu{-}hsun Feng and
Shuyan Annie Dong and
Ching{-}Feng Yeh and
Shu{-}Wen Yang and
Tzu{-}Quan Lin and
Jiatong Shi and
Kai{-}Wei Chang and
Zili Huang and
Haibin Wu and
Xuankai Chang and
Shinji Watanabe and
Abdelrahman Mohamed and
Shang{-}Wen Li and
Hung{-}yi Lee},
title = {Superb @ {SLT} 2022: Challenge on Generalization and Efficiency of
Self-Supervised Speech Representation Learning},
booktitle = {{IEEE} Spoken Language Technology Workshop, {SLT} 2022, Doha, Qatar,
January 9-12, 2023},
pages = {1096--1103},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/SLT54892.2023.10022770},
doi = {10.1109/SLT54892.2023.10022770},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/slt/FengDYYLSCHWCWMLL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/AhmedWCB22,
author = {Kareem Ahmed and
Eric Wang and
Kai{-}Wei Chang and
Guy Van den Broeck},
editor = {James Cussens and
Kun Zhang},
title = {Neuro-symbolic entropy regularization},
booktitle = {Uncertainty in Artificial Intelligence, Proceedings of the Thirty-Eighth
Conference on Uncertainty in Artificial Intelligence, {UAI} 2022,
1-5 August 2022, Eindhoven, The Netherlands},
series = {Proceedings of Machine Learning Research},
volume = {180},
pages = {43--53},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v180/ahmed22a.html},
timestamp = {Sat, 15 Oct 2022 12:08:13 +0200},
biburl = {https://dblp.org/rec/conf/uai/AhmedWCB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-11250,
author = {Kareem Ahmed and
Eric Wang and
Kai{-}Wei Chang and
Guy Van den Broeck},
title = {Neuro-Symbolic Entropy Regularization},
journal = {CoRR},
volume = {abs/2201.11250},
year = {2022},
url = {https://arxiv.org/abs/2201.11250},
eprinttype = {arXiv},
eprint = {2201.11250},
timestamp = {Tue, 01 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-11250.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-08772,
author = {Da Yin and
Li Dong and
Hao Cheng and
Xiaodong Liu and
Kai{-}Wei Chang and
Furu Wei and
Jianfeng Gao},
title = {A Survey of Knowledge-Intensive {NLP} with Pre-Trained Language Models},
journal = {CoRR},
volume = {abs/2202.08772},
year = {2022},
url = {https://arxiv.org/abs/2202.08772},
eprinttype = {arXiv},
eprint = {2202.08772},
timestamp = {Thu, 11 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-08772.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-08118,
author = {Di Wu and
Wasi Uddin Ahmad and
Sunipa Dev and
Kai{-}Wei Chang},
title = {Representation Learning for Resource-Constrained Keyphrase Generation},
journal = {CoRR},
volume = {abs/2203.08118},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.08118},
doi = {10.48550/ARXIV.2203.08118},
eprinttype = {arXiv},
eprint = {2203.08118},
timestamp = {Tue, 15 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-08118.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-08308,
author = {Kuan{-}Hao Huang and
I{-}Hung Hsu and
Premkumar Natarajan and
Kai{-}Wei Chang and
Nanyun Peng},
title = {Multilingual Generative Language Models for Zero-Shot Cross-Lingual
Event Argument Extraction},
journal = {CoRR},
volume = {abs/2203.08308},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.08308},
doi = {10.48550/ARXIV.2203.08308},
eprinttype = {arXiv},
eprint = {2203.08308},
timestamp = {Mon, 28 Mar 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-08308.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-08670,
author = {Satyapriya Krishna and
Rahul Gupta and
Apurv Verma and
Jwala Dhamala and
Yada Pruksachatkun and
Kai{-}Wei Chang},
title = {Measuring Fairness of Text Classifiers via Prediction Sensitivity},
journal = {CoRR},
volume = {abs/2203.08670},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.08670},
doi = {10.48550/ARXIV.2203.08670},
eprinttype = {arXiv},
eprint = {2203.08670},
timestamp = {Mon, 06 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-08670.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-12574,
author = {Umang Gupta and
Jwala Dhamala and
Varun Kumar and
Apurv Verma and
Yada Pruksachatkun and
Satyapriya Krishna and
Rahul Gupta and
Kai{-}Wei Chang and
Greg Ver Steeg and
Aram Galstyan},
title = {Mitigating Gender Bias in Distilled Language Models via Counterfactual
Role Reversal},
journal = {CoRR},
volume = {abs/2203.12574},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.12574},
doi = {10.48550/ARXIV.2203.12574},
eprinttype = {arXiv},
eprint = {2203.12574},
timestamp = {Thu, 06 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-12574.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-13928,
author = {Yang Trista Cao and
Yada Pruksachatkun and
Kai{-}Wei Chang and
Rahul Gupta and
Varun Kumar and
Jwala Dhamala and
Aram Galstyan},
title = {On the Intrinsic and Extrinsic Fairness Evaluation Metrics for Contextualized
Language Representations},
journal = {CoRR},
volume = {abs/2203.13928},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.13928},
doi = {10.48550/ARXIV.2203.13928},
eprinttype = {arXiv},
eprint = {2203.13928},
timestamp = {Thu, 06 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-13928.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-16773,
author = {Kai{-}Wei Chang and
Wei{-}Cheng Tseng and
Shang{-}Wen Li and
Hung{-}yi Lee},
title = {An Exploration of Prompt Tuning on Generative Spoken Language Model
for Speech Processing Tasks},
journal = {CoRR},
volume = {abs/2203.16773},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.16773},
doi = {10.48550/ARXIV.2203.16773},
eprinttype = {arXiv},
eprint = {2203.16773},
timestamp = {Tue, 05 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-16773.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-08952,
author = {Md. Rizwan Parvez and
Jianfeng Chi and
Wasi Uddin Ahmad and
Yuan Tian and
Kai{-}Wei Chang},
title = {Retrieval Enhanced Data Augmentation for Question Answering on Privacy
Policies},
journal = {CoRR},
volume = {abs/2204.08952},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.08952},
doi = {10.48550/ARXIV.2204.08952},
eprinttype = {arXiv},
eprint = {2204.08952},
timestamp = {Mon, 25 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-08952.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-10496,
author = {Zhecan Wang and
Noel Codella and
Yen{-}Chun Chen and
Luowei Zhou and
Xiyang Dai and
Bin Xiao and
Jianwei Yang and
Haoxuan You and
Kai{-}Wei Chang and
Shih{-}Fu Chang and
Lu Yuan},
title = {Multimodal Adaptive Distillation for Leveraging Unimodal Encoders
for Vision-Language Tasks},
journal = {CoRR},
volume = {abs/2204.10496},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.10496},
doi = {10.48550/ARXIV.2204.10496},
eprinttype = {arXiv},
eprint = {2204.10496},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-10496.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-11116,
author = {Wasi Uddin Ahmad and
Saikat Chakraborty and
Baishakhi Ray and
Kai{-}Wei Chang},
title = {Summarize and Generate to Back-translate: Unsupervised Translation
of Programming Languages},
journal = {CoRR},
volume = {abs/2205.11116},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.11116},
doi = {10.48550/ARXIV.2205.11116},
eprinttype = {arXiv},
eprint = {2205.11116},
timestamp = {Mon, 30 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-11116.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-11485,
author = {Jianfeng Chi and
William Shand and
Yaodong Yu and
Kai{-}Wei Chang and
Han Zhao and
Yuan Tian},
title = {Conditional Supervised Contrastive Learning for Fair Text Classification},
journal = {CoRR},
volume = {abs/2205.11485},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.11485},
doi = {10.48550/ARXIV.2205.11485},
eprinttype = {arXiv},
eprint = {2205.11485},
timestamp = {Mon, 30 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-11485.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-11502,
author = {Honghua Zhang and
Liunian Harold Li and
Tao Meng and
Kai{-}Wei Chang and
Guy Van den Broeck},
title = {On the Paradox of Learning to Reason from Data},
journal = {CoRR},
volume = {abs/2205.11502},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.11502},
doi = {10.48550/ARXIV.2205.11502},
eprinttype = {arXiv},
eprint = {2205.11502},
timestamp = {Mon, 30 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-11502.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-12247,
author = {Da Yin and
Hritik Bansal and
Masoud Monajatipoor and
Liunian Harold Li and
Kai{-}Wei Chang},
title = {GeoMLAMA: Geo-Diverse Commonsense Probing on Multilingual Pre-Trained
Language Models},
journal = {CoRR},
volume = {abs/2205.12247},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.12247},
doi = {10.48550/ARXIV.2205.12247},
eprinttype = {arXiv},
eprint = {2205.12247},
timestamp = {Mon, 30 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-12247.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-12505,
author = {Tanmay Parekh and
I{-}Hung Hsu and
Kuan{-}Hao Huang and
Kai{-}Wei Chang and
Nanyun Peng},
title = {{GENEVA:} Pushing the Limit of Generalizability for Event Argument
Extraction with 100+ Event Types},
journal = {CoRR},
volume = {abs/2205.12505},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.12505},
doi = {10.48550/ARXIV.2205.12505},
eprinttype = {arXiv},
eprint = {2205.12505},
timestamp = {Mon, 30 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-12505.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-12585,
author = {I{-}Hung Hsu and
Kuan{-}Hao Huang and
Shuning Zhang and
Wenxin Cheng and
Premkumar Natarajan and
Kai{-}Wei Chang and
Nanyun Peng},
title = {A Simple and Unified Tagging Model with Priming for Relational Structure
Predictions},
journal = {CoRR},
volume = {abs/2205.12585},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.12585},
doi = {10.48550/ARXIV.2205.12585},
eprinttype = {arXiv},
eprint = {2205.12585},
timestamp = {Mon, 30 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-12585.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-12617,
author = {Jingnong Qu and
Liunian Harold Li and
Jieyu Zhao and
Sunipa Dev and
Kai{-}Wei Chang},
title = {DisinfoMeme: {A} Multimodal Dataset for Detecting Meme Intentionally
Spreading Out Disinformation},
journal = {CoRR},
volume = {abs/2205.12617},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.12617},
doi = {10.48550/ARXIV.2205.12617},
eprinttype = {arXiv},
eprint = {2205.12617},
timestamp = {Mon, 30 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-12617.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-14219,
author = {Tao Meng and
Sidi Lu and
Nanyun Peng and
Kai{-}Wei Chang},
title = {Controllable Text Generation with Neurally-Decomposed Oracle},
journal = {CoRR},
volume = {abs/2205.14219},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.14219},
doi = {10.48550/ARXIV.2205.14219},
eprinttype = {arXiv},
eprint = {2205.14219},
timestamp = {Wed, 01 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-14219.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-00426,
author = {Kareem Ahmed and
Stefano Teso and
Kai{-}Wei Chang and
Guy Van den Broeck and
Antonio Vergari},
title = {Semantic Probabilistic Layers for Neuro-Symbolic Learning},
journal = {CoRR},
volume = {abs/2206.00426},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.00426},
doi = {10.48550/ARXIV.2206.00426},
eprinttype = {arXiv},
eprint = {2206.00426},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-00426.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-05511,
author = {Cenyuan Zhang and
Xiang Zhou and
Yixin Wan and
Xiaoqing Zheng and
Kai{-}Wei Chang and
Cho{-}Jui Hsieh},
title = {Improving the Adversarial Robustness of {NLP} Models by Information
Bottleneck},
journal = {CoRR},
volume = {abs/2206.05511},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.05511},
doi = {10.48550/ARXIV.2206.05511},
eprinttype = {arXiv},
eprint = {2206.05511},
timestamp = {Mon, 20 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-05511.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-09513,
author = {Pan Lu and
Swaroop Mishra and
Tony Xia and
Liang Qiu and
Kai{-}Wei Chang and
Song{-}Chun Zhu and
Oyvind Tafjord and
Peter Clark and
Ashwin Kalyan},
title = {Learn to Explain: Multimodal Reasoning via Thought Chains for Science
Question Answering},
journal = {CoRR},
volume = {abs/2209.09513},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.09513},
doi = {10.48550/ARXIV.2209.09513},
eprinttype = {arXiv},
eprint = {2209.09513},
timestamp = {Wed, 28 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-09513.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-11549,
author = {Mozhdeh Rouhsedaghat and
Masoud Monajatipoor and
Kai{-}Wei Chang and
C.{-}C. Jay Kuo and
Iacopo Masi},
title = {{MAGIC:} Mask-Guided Image Synthesis by Inverting a Quasi-Robust Classifier},
journal = {CoRR},
volume = {abs/2209.11549},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.11549},
doi = {10.48550/ARXIV.2209.11549},
eprinttype = {arXiv},
eprint = {2209.11549},
timestamp = {Wed, 28 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-11549.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-14610,
author = {Pan Lu and
Liang Qiu and
Kai{-}Wei Chang and
Ying Nian Wu and
Song{-}Chun Zhu and
Tanmay Rajpurohit and
Peter Clark and
Ashwin Kalyan},
title = {Dynamic Prompt Learning via Policy Gradient for Semi-structured Mathematical
Reasoning},
journal = {CoRR},
volume = {abs/2209.14610},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.14610},
doi = {10.48550/ARXIV.2209.14610},
eprinttype = {arXiv},
eprint = {2209.14610},
timestamp = {Thu, 06 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-14610.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-03826,
author = {Jwala Dhamala and
Varun Kumar and
Rahul Gupta and
Kai{-}Wei Chang and
Aram Galstyan},
title = {An Analysis of the Effects of Decoding Algorithms on Fairness in Open-Ended
Language Generation},
journal = {CoRR},
volume = {abs/2210.03826},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.03826},
doi = {10.48550/ARXIV.2210.03826},
eprinttype = {arXiv},
eprint = {2210.03826},
timestamp = {Mon, 06 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-03826.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-07543,
author = {Chenxi Gu and
Chengsong Huang and
Xiaoqing Zheng and
Kai{-}Wei Chang and
Cho{-}Jui Hsieh},
title = {Watermarking Pre-trained Language Models with Backdooring},
journal = {CoRR},
volume = {abs/2210.07543},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.07543},
doi = {10.48550/ARXIV.2210.07543},
eprinttype = {arXiv},
eprint = {2210.07543},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-07543.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-08634,
author = {Tzu{-}hsun Feng and
Shuyan Annie Dong and
Ching{-}Feng Yeh and
Shu{-}Wen Yang and
Tzu{-}Quan Lin and
Jiatong Shi and
Kai{-}Wei Chang and
Zili Huang and
Haibin Wu and
Xuankai Chang and
Shinji Watanabe and
Abdelrahman Mohamed and
Shang{-}Wen Li and
Hung{-}yi Lee},
title = {{SUPERB} @ {SLT} 2022: Challenge on Generalization and Efficiency
of Self-Supervised Speech Representation Learning},
journal = {CoRR},
volume = {abs/2210.08634},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.08634},
doi = {10.48550/ARXIV.2210.08634},
eprinttype = {arXiv},
eprint = {2210.08634},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-08634.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-10040,
author = {Nikil Roashan Selvam and
Sunipa Dev and
Daniel Khashabi and
Tushar Khot and
Kai{-}Wei Chang},
title = {The Tail Wagging the Dog: Dataset Construction Biases of Social Bias
Benchmarks},
journal = {CoRR},
volume = {abs/2210.10040},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.10040},
doi = {10.48550/ARXIV.2210.10040},
eprinttype = {arXiv},
eprint = {2210.10040},
timestamp = {Mon, 24 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-10040.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-12396,
author = {Fan Yin and
Yao Li and
Cho{-}Jui Hsieh and
Kai{-}Wei Chang},
title = {{ADDMU:} Detection of Far-Boundary Adversarial Examples with Data
and Model Uncertainty Estimation},
journal = {CoRR},
volume = {abs/2210.12396},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.12396},
doi = {10.48550/ARXIV.2210.12396},
eprinttype = {arXiv},
eprint = {2210.12396},
timestamp = {Fri, 28 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-12396.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-15230,
author = {Hritik Bansal and
Da Yin and
Masoud Monajatipoor and
Kai{-}Wei Chang},
title = {How well can Text-to-Image Generative Models understand Ethical Natural
Language Interventions?},
journal = {CoRR},
volume = {abs/2210.15230},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.15230},
doi = {10.48550/ARXIV.2210.15230},
eprinttype = {arXiv},
eprint = {2210.15230},
timestamp = {Wed, 02 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-15230.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-16298,
author = {Jieyu Zhao and
Xuezhi Wang and
Yao Qin and
Jilin Chen and
Kai{-}Wei Chang},
title = {Investigating Ensemble Methods for Model Robustness Improvement of
Text Classifiers},
journal = {CoRR},
volume = {abs/2210.16298},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.16298},
doi = {10.48550/ARXIV.2210.16298},
eprinttype = {arXiv},
eprint = {2210.16298},
timestamp = {Mon, 11 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-16298.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-00881,
author = {Kuan{-}Hao Huang and
Varun Iyer and
Anoop Kumar and
Sriram Venkatapathy and
Kai{-}Wei Chang and
Aram Galstyan},
title = {Unsupervised Syntactically Controlled Paraphrase Generation with Abstract
Meaning Representations},
journal = {CoRR},
volume = {abs/2211.00881},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.00881},
doi = {10.48550/ARXIV.2211.00881},
eprinttype = {arXiv},
eprint = {2211.00881},
timestamp = {Fri, 04 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-00881.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-05895,
author = {Zhecan Wang and
Haoxuan You and
Yicheng He and
Wenhao Li and
Kai{-}Wei Chang and
Shih{-}Fu Chang},
title = {Understanding ME? Multimodal Evaluation for Fine-grained Visual Commonsense},
journal = {CoRR},
volume = {abs/2211.05895},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.05895},
doi = {10.48550/ARXIV.2211.05895},
eprinttype = {arXiv},
eprint = {2211.05895},
timestamp = {Tue, 15 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-05895.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-08380,
author = {Ziniu Hu and
Yichong Xu and
Wenhao Yu and
Shuohang Wang and
Ziyi Yang and
Chenguang Zhu and
Kai{-}Wei Chang and
Yizhou Sun},
title = {Empowering Language Models with Knowledge Graph Reasoning for Question
Answering},
journal = {CoRR},
volume = {abs/2211.08380},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.08380},
doi = {10.48550/ARXIV.2211.08380},
eprinttype = {arXiv},
eprint = {2211.08380},
timestamp = {Wed, 23 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-08380.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-08742,
author = {Anaelia Ovalle and
Sunipa Dev and
Jieyu Zhao and
Majid Sarrafzadeh and
Kai{-}Wei Chang},
title = {Auditing Algorithmic Fairness in Machine Learning for Health with
Severity-Based {LOGAN}},
journal = {CoRR},
volume = {abs/2211.08742},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.08742},
doi = {10.48550/ARXIV.2211.08742},
eprinttype = {arXiv},
eprint = {2211.08742},
timestamp = {Wed, 23 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-08742.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-12503,
author = {Ninareh Mehrabi and
Palash Goyal and
Apurv Verma and
Jwala Dhamala and
Varun Kumar and
Qian Hu and
Kai{-}Wei Chang and
Richard S. Zemel and
Aram Galstyan and
Rahul Gupta},
title = {Is the Elephant Flying? Resolving Ambiguities in Text-to-Image Generative
Models},
journal = {CoRR},
volume = {abs/2211.12503},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.12503},
doi = {10.48550/ARXIV.2211.12503},
eprinttype = {arXiv},
eprint = {2211.12503},
timestamp = {Mon, 06 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-12503.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-05221,
author = {Ziniu Hu and
Ahmet Iscen and
Chen Sun and
Zirui Wang and
Kai{-}Wei Chang and
Yizhou Sun and
Cordelia Schmid and
David A. Ross and
Alireza Fathi},
title = {{REVEAL:} Retrieval-Augmented Visual-Language Pre-Training with Multi-Source
Multimodal Knowledge Memory},
journal = {CoRR},
volume = {abs/2212.05221},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.05221},
doi = {10.48550/ARXIV.2212.05221},
eprinttype = {arXiv},
eprint = {2212.05221},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-05221.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-06971,
author = {Haoxuan You and
Rui Sun and
Zhecan Wang and
Kai{-}Wei Chang and
Shih{-}Fu Chang},
title = {Find Someone Who: Visual Commonsense Understanding in Human-Centric
Grounding},
journal = {CoRR},
volume = {abs/2212.06971},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.06971},
doi = {10.48550/ARXIV.2212.06971},
eprinttype = {arXiv},
eprint = {2212.06971},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-06971.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-10011,
author = {Jianfeng Chi and
Wasi Uddin Ahmad and
Yuan Tian and
Kai{-}Wei Chang},
title = {{PLUE:} Language Understanding Evaluation Benchmark for Privacy Policies
in English},
journal = {CoRR},
volume = {abs/2212.10011},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.10011},
doi = {10.48550/ARXIV.2212.10011},
eprinttype = {arXiv},
eprint = {2212.10011},
timestamp = {Tue, 03 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-10011.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-10233,
author = {Di Wu and
Wasi Uddin Ahmad and
Kai{-}Wei Chang},
title = {Pre-trained Language Models for Keyphrase Generation: {A} Thorough
Empirical Study},
journal = {CoRR},
volume = {abs/2212.10233},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.10233},
doi = {10.48550/ARXIV.2212.10233},
eprinttype = {arXiv},
eprint = {2212.10233},
timestamp = {Tue, 15 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-10233.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-10535,
author = {Pan Lu and
Liang Qiu and
Wenhao Yu and
Sean Welleck and
Kai{-}Wei Chang},
title = {A Survey of Deep Learning for Mathematical Reasoning},
journal = {CoRR},
volume = {abs/2212.10535},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.10535},
doi = {10.48550/ARXIV.2212.10535},
eprinttype = {arXiv},
eprint = {2212.10535},
timestamp = {Thu, 05 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-10535.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/AhmadPC21,
author = {Wasi Uddin Ahmad and
Nanyun Peng and
Kai{-}Wei Chang},
title = {{GATE:} Graph Attention Transformer Encoder for Cross-lingual Relation
and Event Extraction},
booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
2021, Thirty-Third Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
2021},
pages = {12462--12470},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i14.17478},
doi = {10.1609/AAAI.V35I14.17478},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/AhmadPC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhouYHCCSP021,
author = {Yichao Zhou and
Yu Yan and
Rujun Han and
J. Harry Caufield and
Kai{-}Wei Chang and
Yizhou Sun and
Peipei Ping and
Wei Wang},
title = {Clinical Temporal Relation Extraction with Probabilistic Soft Logic
Regularization and Global Inference},
booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
2021, Thirty-Third Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
2021},
pages = {14647--14655},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i16.17721},
doi = {10.1609/AAAI.V35I16.17721},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ZhouYHCCSP021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/Ahmad0LC20,
author = {Wasi Uddin Ahmad and
Xiao Bai and
Soomin Lee and
Kai{-}Wei Chang},
editor = {Chengqing Zong and
Fei Xia and
Wenjie Li and
Roberto Navigli},
title = {Select, Extract and Generate: Neural Keyphrase Generation with Layer-wise
Coverage Attention},
booktitle = {Proceedings of the 59th Annual Meeting of the Association for Computational
Linguistics and the 11th International Joint Conference on Natural
Language Processing, {ACL/IJCNLP} 2021, (Volume 1: Long Papers), Virtual
Event, August 1-6, 2021},
pages = {1389--1404},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.acl-long.111},
doi = {10.18653/V1/2021.ACL-LONG.111},
timestamp = {Mon, 09 Aug 2021 16:25:37 +0200},
biburl = {https://dblp.org/rec/conf/acl/Ahmad0LC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/PruksachatkunKD21,
author = {Yada Pruksachatkun and
Satyapriya Krishna and
Jwala Dhamala and
Rahul Gupta and
Kai{-}Wei Chang},
editor = {Chengqing Zong and
Fei Xia and
Wenjie Li and
Roberto Navigli},
title = {Does Robustness Improve Fairness? Approaching Fairness with Word Substitution
Robustness Methods for Text Classification},
booktitle = {Findings of the Association for Computational Linguistics: {ACL/IJCNLP}
2021, Online Event, August 1-6, 2021},
series = {Findings of {ACL}},
volume = {{ACL/IJCNLP} 2021},
pages = {3320--3331},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.findings-acl.294},
doi = {10.18653/V1/2021.FINDINGS-ACL.294},
timestamp = {Mon, 06 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acl/PruksachatkunKD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ZhaoKKSC21,
author = {Jieyu Zhao and
Daniel Khashabi and
Tushar Khot and
Ashish Sabharwal and
Kai{-}Wei Chang},
editor = {Chengqing Zong and
Fei Xia and
Wenjie Li and
Roberto Navigli},
title = {Ethical-Advice Taker: Do Language Models Understand Natural Language
Interventions?},
booktitle = {Findings of the Association for Computational Linguistics: {ACL/IJCNLP}
2021, Online Event, August 1-6, 2021},
series = {Findings of {ACL}},
volume = {{ACL/IJCNLP} 2021},
pages = {4158--4164},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.findings-acl.364},
doi = {10.18653/V1/2021.FINDINGS-ACL.364},
timestamp = {Mon, 09 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/ZhaoKKSC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ShengCNP20,
author = {Emily Sheng and
Kai{-}Wei Chang and
Prem Natarajan and
Nanyun Peng},
editor = {Chengqing Zong and
Fei Xia and
Wenjie Li and
Roberto Navigli},
title = {Societal Biases in Language Generation: Progress and Challenges},
booktitle = {Proceedings of the 59th Annual Meeting of the Association for Computational
Linguistics and the 11th International Joint Conference on Natural
Language Processing, {ACL/IJCNLP} 2021, (Volume 1: Long Papers), Virtual
Event, August 1-6, 2021},
pages = {4275--4293},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.acl-long.330},
doi = {10.18653/V1/2021.ACL-LONG.330},
timestamp = {Mon, 09 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/ShengCNP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/AhmadCLN0C20,
author = {Wasi Uddin Ahmad and
Jianfeng Chi and
Tu Le and
Thomas Norton and
Yuan Tian and
Kai{-}Wei Chang},
editor = {Chengqing Zong and
Fei Xia and
Wenjie Li and
Roberto Navigli},
title = {Intent Classification and Slot Filling for Privacy Policies},
booktitle = {Proceedings of the 59th Annual Meeting of the Association for Computational
Linguistics and the 11th International Joint Conference on Natural
Language Processing, {ACL/IJCNLP} 2021, (Volume 1: Long Papers), Virtual
Event, August 1-6, 2021},
pages = {4402--4417},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.acl-long.340},
doi = {10.18653/V1/2021.ACL-LONG.340},
timestamp = {Mon, 09 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/AhmadCLN0C20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/AhmadLCM20,
author = {Wasi Uddin Ahmad and
Haoran Li and
Kai{-}Wei Chang and
Yashar Mehdad},
editor = {Chengqing Zong and
Fei Xia and
Wenjie Li and
Roberto Navigli},
title = {Syntax-augmented Multilingual {BERT} for Cross-lingual Transfer},
booktitle = {Proceedings of the 59th Annual Meeting of the Association for Computational
Linguistics and the 11th International Joint Conference on Natural
Language Processing, {ACL/IJCNLP} 2021, (Volume 1: Long Papers), Virtual
Event, August 1-6, 2021},
pages = {4538--4554},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.acl-long.350},
doi = {10.18653/V1/2021.ACL-LONG.350},
timestamp = {Fri, 03 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acl/AhmadLCM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ZhouZHCH20,
author = {Yi Zhou and
Xiaoqing Zheng and
Cho{-}Jui Hsieh and
Kai{-}Wei Chang and
Xuanjing Huang},
editor = {Chengqing Zong and
Fei Xia and
Wenjie Li and
Roberto Navigli},
title = {Defense against Synonym Substitution-based Adversarial Attacks via
Dirichlet Neighborhood Ensemble},
booktitle = {Proceedings of the 59th Annual Meeting of the Association for Computational
Linguistics and the 11th International Joint Conference on Natural
Language Processing, {ACL/IJCNLP} 2021, (Volume 1: Long Papers), Virtual
Event, August 1-6, 2021},
pages = {5482--5492},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.acl-long.426},
doi = {10.18653/V1/2021.ACL-LONG.426},
timestamp = {Thu, 13 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/ZhouZHCH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eacl/HuangC21,
author = {Kuan{-}Hao Huang and
Kai{-}Wei Chang},
editor = {Paola Merlo and
J{\"{o}}rg Tiedemann and
Reut Tsarfaty},
title = {Generating Syntactically Controlled Paraphrases without Using Annotated
Parallel Pairs},
booktitle = {Proceedings of the 16th Conference of the European Chapter of the
Association for Computational Linguistics: Main Volume, {EACL} 2021,
Online, April 19 - 23, 2021},
pages = {1022--1033},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.eacl-main.88},
doi = {10.18653/V1/2021.EACL-MAIN.88},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eacl/HuangC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/YuanZZHC21,
author = {Liping Yuan and
Xiaoqing Zheng and
Yi Zhou and
Cho{-}Jui Hsieh and
Kai{-}Wei Chang},
editor = {Marie{-}Francine Moens and
Xuanjing Huang and
Lucia Specia and
Scott Wen{-}tau Yih},
title = {On the Transferability of Adversarial Attacks against Neural Text
Classifier},
booktitle = {Proceedings of the 2021 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2021, Virtual Event / Punta Cana, Dominican
Republic, 7-11 November, 2021},
pages = {1612--1625},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.emnlp-main.121},
doi = {10.18653/V1/2021.EMNLP-MAIN.121},
timestamp = {Fri, 16 Feb 2024 08:27:36 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/YuanZZHC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/HuangAPC21,
author = {Kuan{-}Hao Huang and
Wasi Uddin Ahmad and
Nanyun Peng and
Kai{-}Wei Chang},
editor = {Marie{-}Francine Moens and
Xuanjing Huang and
Lucia Specia and
Scott Wen{-}tau Yih},
title = {Improving Zero-Shot Cross-Lingual Transfer Learning via Robust Training},
booktitle = {Proceedings of the 2021 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2021, Virtual Event / Punta Cana, Dominican
Republic, 7-11 November, 2021},
pages = {1684--1697},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.emnlp-main.126},
doi = {10.18653/V1/2021.EMNLP-MAIN.126},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/HuangAPC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/DevMOSPC21,
author = {Sunipa Dev and
Masoud Monajatipoor and
Anaelia Ovalle and
Arjun Subramonian and
Jeff M. Phillips and
Kai{-}Wei Chang},
editor = {Marie{-}Francine Moens and
Xuanjing Huang and
Lucia Specia and
Scott Wen{-}tau Yih},
title = {Harms of Gender Exclusivity and Challenges in Non-Binary Representation
in Language Technologies},
booktitle = {Proceedings of the 2021 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2021, Virtual Event / Punta Cana, Dominican
Republic, 7-11 November, 2021},
pages = {1968--1994},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.emnlp-main.150},
doi = {10.18653/V1/2021.EMNLP-MAIN.150},
timestamp = {Thu, 20 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/DevMOSPC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/YinLHPC21,
author = {Da Yin and
Liunian Harold Li and
Ziniu Hu and
Nanyun Peng and
Kai{-}Wei Chang},
editor = {Marie{-}Francine Moens and
Xuanjing Huang and
Lucia Specia and
Scott Wen{-}tau Yih},
title = {Broaden the Vision: Geo-Diverse Visual Commonsense Reasoning},
booktitle = {Proceedings of the 2021 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2021, Virtual Event / Punta Cana, Dominican
Republic, 7-11 November, 2021},
pages = {2115--2129},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.emnlp-main.162},
doi = {10.18653/V1/2021.EMNLP-MAIN.162},
timestamp = {Thu, 20 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/YinLHPC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ParvezACRC21,
author = {Md. Rizwan Parvez and
Wasi Uddin Ahmad and
Saikat Chakraborty and
Baishakhi Ray and
Kai{-}Wei Chang},
editor = {Marie{-}Francine Moens and
Xuanjing Huang and
Lucia Specia and
Scott Wen{-}tau Yih},
title = {Retrieval Augmented Code Generation and Summarization},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2021, Virtual Event / Punta Cana, Dominican Republic, 16-20 November,
2021},
pages = {2719--2734},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.findings-emnlp.232},
doi = {10.18653/V1/2021.FINDINGS-EMNLP.232},
timestamp = {Fri, 16 Feb 2024 08:27:36 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/ParvezACRC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/LiXZLZZCH21,
author = {Zongyi Li and
Jianhan Xu and
Jiehang Zeng and
Linyang Li and
Xiaoqing Zheng and
Qi Zhang and
Kai{-}Wei Chang and
Cho{-}Jui Hsieh},
editor = {Marie{-}Francine Moens and
Xuanjing Huang and
Lucia Specia and
Scott Wen{-}tau Yih},
title = {Searching for an Effective Defender: Benchmarking Defense against
Adversarial Word Substitution},
booktitle = {Proceedings of the 2021 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2021, Virtual Event / Punta Cana, Dominican
Republic, 7-11 November, 2021},
pages = {3137--3147},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.emnlp-main.251},
doi = {10.18653/V1/2021.EMNLP-MAIN.251},
timestamp = {Fri, 10 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/LiXZLZZCH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/HuSC21,
author = {Ziniu Hu and
Yizhou Sun and
Kai{-}Wei Chang},
editor = {Marie{-}Francine Moens and
Xuanjing Huang and
Lucia Specia and
Scott Wen{-}tau Yih},
title = {Relation-Guided Pre-Training for Open-Domain Question Answering},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2021, Virtual Event / Punta Cana, Dominican Republic, 16-20 November,
2021},
pages = {3431--3448},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.findings-emnlp.292},
doi = {10.18653/V1/2021.FINDINGS-EMNLP.292},
timestamp = {Thu, 20 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/HuSC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fat/DhamalaSKKPCG21,
author = {Jwala Dhamala and
Tony Sun and
Varun Kumar and
Satyapriya Krishna and
Yada Pruksachatkun and
Kai{-}Wei Chang and
Rahul Gupta},
editor = {Madeleine Clare Elish and
William Isaac and
Richard S. Zemel},
title = {{BOLD:} Dataset and Metrics for Measuring Biases in Open-Ended Language
Generation},
booktitle = {FAccT '21: 2021 {ACM} Conference on Fairness, Accountability, and
Transparency, Virtual Event / Toronto, Canada, March 3-10, 2021},
pages = {862--872},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3442188.3445924},
doi = {10.1145/3442188.3445924},
timestamp = {Fri, 05 May 2023 15:54:55 +0200},
biburl = {https://dblp.org/rec/conf/fat/DhamalaSKKPCG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccvw/MonajatipoorRLC21,
author = {Masoud Monajatipoor and
Mozhdeh Rouhsedaghat and
Liunian Harold Li and
Aichi Chien and
C.{-}C. Jay Kuo and
Fabien Scalzo and
Kai{-}Wei Chang},
title = {BERTHop: An Effective Vision-and-Language Model for Chest X-ray Disease
Diagnosis},
booktitle = {{IEEE/CVF} International Conference on Computer Vision Workshops,
{ICCVW} 2021, Montreal, BC, Canada, October 11-17, 2021},
pages = {3327--3336},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICCVW54120.2021.00372},
doi = {10.1109/ICCVW54120.2021.00372},
timestamp = {Fri, 03 Dec 2021 17:37:22 +0100},
biburl = {https://dblp.org/rec/conf/iccvw/MonajatipoorRLC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/ZhouCZLCCSP021,
author = {Yichao Zhou and
Wei{-}Ting Chen and
Bowen Zhang and
David Lee and
J. Harry Caufield and
Kai{-}Wei Chang and
Yizhou Sun and
Peipei Ping and
Wei Wang},
title = {CREATe: Clinical Report Extraction and Annotation Technology},
booktitle = {37th {IEEE} International Conference on Data Engineering, {ICDE} 2021,
Chania, Greece, April 19-22, 2021},
pages = {2677--2680},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDE51399.2021.00302},
doi = {10.1109/ICDE51399.2021.00302},
timestamp = {Thu, 01 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/ZhouCZLCCSP021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MengC21,
author = {Tao Meng and
Kai{-}Wei Chang},
editor = {Marina Meila and
Tong Zhang},
title = {An Integer Linear Programming Framework for Mining Constraints from
Data},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7619--7631},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/meng21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MengC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/ShengCNP21,
author = {Emily Sheng and
Kai{-}Wei Chang and
Prem Natarajan and
Nanyun Peng},
editor = {Kristina Toutanova and
Anna Rumshisky and
Luke Zettlemoyer and
Dilek Hakkani{-}T{\"{u}}r and
Iz Beltagy and
Steven Bethard and
Ryan Cotterell and
Tanmoy Chakraborty and
Yichao Zhou},
title = {"Nice Try, Kiddo": Investigating Ad Hominems in Dialogue
Responses},
booktitle = {Proceedings of the 2021 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL-HLT} 2021, Online, June 6-11, 2021},
pages = {750--767},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.naacl-main.60},
doi = {10.18653/V1/2021.NAACL-MAIN.60},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/ShengCNP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/HuangHC21,
author = {James Y. Huang and
Kuan{-}Hao Huang and
Kai{-}Wei Chang},
editor = {Kristina Toutanova and
Anna Rumshisky and
Luke Zettlemoyer and
Dilek Hakkani{-}T{\"{u}}r and
Iz Beltagy and
Steven Bethard and
Ryan Cotterell and
Tanmoy Chakraborty and
Yichao Zhou},
title = {Disentangling Semantics and Syntax in Sentence Embeddings with Pre-trained
Language Models},
booktitle = {Proceedings of the 2021 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL-HLT} 2021, Online, June 6-11, 2021},
pages = {1372--1379},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.naacl-main.108},
doi = {10.18653/V1/2021.NAACL-MAIN.108},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/HuangHC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/AhmadCRC21,
author = {Wasi Uddin Ahmad and
Saikat Chakraborty and
Baishakhi Ray and
Kai{-}Wei Chang},
editor = {Kristina Toutanova and
Anna Rumshisky and
Luke Zettlemoyer and
Dilek Hakkani{-}T{\"{u}}r and
Iz Beltagy and
Steven Bethard and
Ryan Cotterell and
Tanmoy Chakraborty and
Yichao Zhou},
title = {Unified Pre-training for Program Understanding and Generation},
booktitle = {Proceedings of the 2021 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL-HLT} 2021, Online, June 6-11, 2021},
pages = {2655--2668},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.naacl-main.211},
doi = {10.18653/V1/2021.NAACL-MAIN.211},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/AhmadCRC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/ZhangZZCH21,
author = {Chong Zhang and
Jieyu Zhao and
Huan Zhang and
Kai{-}Wei Chang and
Cho{-}Jui Hsieh},
editor = {Kristina Toutanova and
Anna Rumshisky and
Luke Zettlemoyer and
Dilek Hakkani{-}T{\"{u}}r and
Iz Beltagy and
Steven Bethard and
Ryan Cotterell and
Tanmoy Chakraborty and
Yichao Zhou},
title = {Double Perturbation: On the Robustness of Robustness and Counterfactual
Bias Evaluation},
booktitle = {Proceedings of the 2021 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL-HLT} 2021, Online, June 6-11, 2021},
pages = {3899--3916},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.naacl-main.305},
doi = {10.18653/V1/2021.NAACL-MAIN.305},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/ZhangZZCH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/UppundaCFAMC21,
author = {Ankith Uppunda and
Susan D. Cochran and
Jacob G. Foster and
Alina Arseniev{-}Koehler and
Vickie M. Mays and
Kai{-}Wei Chang},
editor = {Kristina Toutanova and
Anna Rumshisky and
Luke Zettlemoyer and
Dilek Hakkani{-}T{\"{u}}r and
Iz Beltagy and
Steven Bethard and
Ryan Cotterell and
Tanmoy Chakraborty and
Yichao Zhou},
title = {Adapting Coreference Resolution for Processing Violent Death Narratives},
booktitle = {Proceedings of the 2021 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL-HLT} 2021, Online, June 6-11, 2021},
pages = {4553--4559},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.naacl-main.361},
doi = {10.18653/V1/2021.NAACL-MAIN.361},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/UppundaCFAMC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/ParvezC21,
author = {Md. Rizwan Parvez and
Kai{-}Wei Chang},
editor = {Kristina Toutanova and
Anna Rumshisky and
Luke Zettlemoyer and
Dilek Hakkani{-}T{\"{u}}r and
Iz Beltagy and
Steven Bethard and
Ryan Cotterell and
Tanmoy Chakraborty and
Yichao Zhou},
title = {Evaluating the Values of Sources in Transfer Learning},
booktitle = {Proceedings of the 2021 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL-HLT} 2021, Online, June 6-11, 2021},
pages = {5084--5116},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.naacl-main.402},
doi = {10.18653/V1/2021.NAACL-MAIN.402},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/ParvezC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/LiYWZCC21,
author = {Liunian Harold Li and
Haoxuan You and
Zhecan Wang and
Alireza Zareian and
Shih{-}Fu Chang and
Kai{-}Wei Chang},
editor = {Kristina Toutanova and
Anna Rumshisky and
Luke Zettlemoyer and
Dilek Hakkani{-}T{\"{u}}r and
Iz Beltagy and
Steven Bethard and
Ryan Cotterell and
Tanmoy Chakraborty and
Yichao Zhou},
title = {Unsupervised Vision-and-Language Pre-training Without Parallel Images
and Captions},
booktitle = {Proceedings of the 2021 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL-HLT} 2021, Online, June 6-11, 2021},
pages = {5339--5350},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.naacl-main.420},
doi = {10.18653/V1/2021.NAACL-MAIN.420},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/LiYWZCC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Ahmed0TGCKSB021,
author = {Kareem Ahmed and
Tao Li and
Thy Ton and
Quan Guo and
Kai{-}Wei Chang and
Parisa Kordjamshidi and
Vivek Srikumar and
Guy Van den Broeck and
Sameer Singh},
editor = {Douwe Kiela and
Marco Ciccone and
Barbara Caputo},
title = {Pylon: {A} PyTorch Framework for Learning with Constraints},
booktitle = {NeurIPS 2021 Competitions and Demonstrations Track, 6-14 December
2021, Online},
series = {Proceedings of Machine Learning Research},
volume = {176},
pages = {319--324},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v176/ahmed22a.html},
timestamp = {Thu, 11 Aug 2022 12:07:10 +0200},
biburl = {https://dblp.org/rec/conf/nips/Ahmed0TGCKSB021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-00123,
author = {Wasi Uddin Ahmad and
Jianfeng Chi and
Tu Le and
Thomas Norton and
Yuan Tian and
Kai{-}Wei Chang},
title = {Intent Classification and Slot Filling for Privacy Policies},
journal = {CoRR},
volume = {abs/2101.00123},
year = {2021},
url = {https://arxiv.org/abs/2101.00123},
eprinttype = {arXiv},
eprint = {2101.00123},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-00123.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-10579,
author = {Kuan{-}Hao Huang and
Kai{-}Wei Chang},
title = {Generating Syntactically Controlled Paraphrases without Using Annotated
Parallel Pairs},
journal = {CoRR},
volume = {abs/2101.10579},
year = {2021},
url = {https://arxiv.org/abs/2101.10579},
eprinttype = {arXiv},
eprint = {2101.10579},
timestamp = {Sun, 31 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-10579.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-11718,
author = {Jwala Dhamala and
Tony Sun and
Varun Kumar and
Satyapriya Krishna and
Yada Pruksachatkun and
Kai{-}Wei Chang and
Rahul Gupta},
title = {{BOLD:} Dataset and Metrics for Measuring Biases in Open-Ended Language
Generation},
journal = {CoRR},
volume = {abs/2101.11718},
year = {2021},
url = {https://arxiv.org/abs/2101.11718},
eprinttype = {arXiv},
eprint = {2101.11718},
timestamp = {Thu, 06 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-11718.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-00562,
author = {Yichao Zhou and
Wei{-}Ting Chen and
Bowen Zhang and
David Lee and
J. Harry Caufield and
Kai{-}Wei Chang and
Yizhou Sun and
Peipei Ping and
Wei Wang},
title = {CREATe: Clinical Report Extraction and Annotation Technology},
journal = {CoRR},
volume = {abs/2103.00562},
year = {2021},
url = {https://arxiv.org/abs/2103.00562},
eprinttype = {arXiv},
eprint = {2103.00562},
timestamp = {Thu, 01 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-00562.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-06333,
author = {Wasi Uddin Ahmad and
Saikat Chakraborty and
Baishakhi Ray and
Kai{-}Wei Chang},
title = {Unified Pre-training for Program Understanding and Generation},
journal = {CoRR},
volume = {abs/2103.06333},
year = {2021},
url = {https://arxiv.org/abs/2103.06333},
eprinttype = {arXiv},
eprint = {2103.06333},
timestamp = {Tue, 16 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-06333.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-11062,
author = {Kareem Ahmed and
Eric Wang and
Guy Van den Broeck and
Kai{-}Wei Chang},
title = {Leveraging Unlabeled Data for Entity-Relation Extraction through Probabilistic
Constraint Satisfaction},
journal = {CoRR},
volume = {abs/2103.11062},
year = {2021},
url = {https://arxiv.org/abs/2103.11062},
eprinttype = {arXiv},
eprint = {2103.11062},
timestamp = {Wed, 24 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-11062.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-05115,
author = {James Y. Huang and
Kuan{-}Hao Huang and
Kai{-}Wei Chang},
title = {Disentangling Semantics and Syntax in Sentence Embeddings with Pre-trained
Language Models},
journal = {CoRR},
volume = {abs/2104.05115},
year = {2021},
url = {https://arxiv.org/abs/2104.05115},
eprinttype = {arXiv},
eprint = {2104.05115},
timestamp = {Mon, 19 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-05115.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-05232,
author = {Chong Zhang and
Jieyu Zhao and
Huan Zhang and
Kai{-}Wei Chang and
Cho{-}Jui Hsieh},
title = {Double Perturbation: On the Robustness of Robustness and Counterfactual
Bias Evaluation},
journal = {CoRR},
volume = {abs/2104.05232},
year = {2021},
url = {https://arxiv.org/abs/2104.05232},
eprinttype = {arXiv},
eprint = {2104.05232},
timestamp = {Wed, 02 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-05232.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-08645,
author = {Kuan{-}Hao Huang and
Wasi Uddin Ahmad and
Nanyun Peng and
Kai{-}Wei Chang},
title = {Improving Zero-Shot Cross-Lingual Transfer Learning via Robust Training},
journal = {CoRR},
volume = {abs/2104.08645},
year = {2021},
url = {https://arxiv.org/abs/2104.08645},
eprinttype = {arXiv},
eprint = {2104.08645},
timestamp = {Mon, 26 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-08645.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-08728,
author = {Emily Sheng and
Josh Arnold and
Zhou Yu and
Kai{-}Wei Chang and
Nanyun Peng},
title = {Revealing Persona Biases in Dialogue Systems},
journal = {CoRR},
volume = {abs/2104.08728},
year = {2021},
url = {https://arxiv.org/abs/2104.08728},
eprinttype = {arXiv},
eprint = {2104.08728},
timestamp = {Mon, 26 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-08728.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-08782,
author = {Fan Yin and
Zhouxing Shi and
Cho{-}Jui Hsieh and
Kai{-}Wei Chang},
title = {On the Faithfulness Measurements for Model Interpretations},
journal = {CoRR},
volume = {abs/2104.08782},
year = {2021},
url = {https://arxiv.org/abs/2104.08782},
eprinttype = {arXiv},
eprint = {2104.08782},
timestamp = {Mon, 26 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-08782.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-12567,
author = {Md. Rizwan Parvez and
Kai{-}Wei Chang},
title = {Evaluating the Values of Sources in Transfer Learning},
journal = {CoRR},
volume = {abs/2104.12567},
year = {2021},
url = {https://arxiv.org/abs/2104.12567},
eprinttype = {arXiv},
eprint = {2104.12567},
timestamp = {Mon, 03 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-12567.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-14703,
author = {Ankith Uppunda and
Susan D. Cochran and
Jacob G. Foster and
Alina Arseniev{-}Koehler and
Vickie M. Mays and
Kai{-}Wei Chang},
title = {Adapting Coreference Resolution for Processing Violent Death Narratives},
journal = {CoRR},
volume = {abs/2104.14703},
year = {2021},
url = {https://arxiv.org/abs/2104.14703},
eprinttype = {arXiv},
eprint = {2104.14703},
timestamp = {Tue, 04 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-14703.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-03070,
author = {Yi{-}Chen Chen and
Po{-}Han Chi and
Shu{-}Wen Yang and
Kai{-}Wei Chang and
Jheng{-}Hao Lin and
Sung{-}Feng Huang and
Da{-}Rong Liu and
Chi{-}Liang Liu and
Cheng{-}Kuang Lee and
Hung{-}yi Lee},
title = {SpeechNet: {A} Universal Modularized Model for Speech Processing Tasks},
journal = {CoRR},
volume = {abs/2105.03070},
year = {2021},
url = {https://arxiv.org/abs/2105.03070},
eprinttype = {arXiv},
eprint = {2105.03070},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-03070.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-04054,
author = {Emily Sheng and
Kai{-}Wei Chang and
Premkumar Natarajan and
Nanyun Peng},
title = {Societal Biases in Language Generation: Progress and Challenges},
journal = {CoRR},
volume = {abs/2105.04054},
year = {2021},
url = {https://arxiv.org/abs/2105.04054},
eprinttype = {arXiv},
eprint = {2105.04054},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-04054.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-01465,
author = {Jieyu Zhao and
Daniel Khashabi and
Tushar Khot and
Ashish Sabharwal and
Kai{-}Wei Chang},
title = {Ethical-Advice Taker: Do Language Models Understand Natural Language
Interventions?},
journal = {CoRR},
volume = {abs/2106.01465},
year = {2021},
url = {https://arxiv.org/abs/2106.01465},
eprinttype = {arXiv},
eprint = {2106.01465},
timestamp = {Thu, 10 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-01465.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-02134,
author = {Wasi Uddin Ahmad and
Haoran Li and
Kai{-}Wei Chang and
Yashar Mehdad},
title = {Syntax-augmented Multilingual {BERT} for Cross-lingual Transfer},
journal = {CoRR},
volume = {abs/2106.02134},
year = {2021},
url = {https://arxiv.org/abs/2106.02134},
eprinttype = {arXiv},
eprint = {2106.02134},
timestamp = {Fri, 03 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-02134.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-10826,
author = {Yada Pruksachatkun and
Satyapriya Krishna and
Jwala Dhamala and
Rahul Gupta and
Kai{-}Wei Chang},
title = {Does Robustness Improve Fairness? Approaching Fairness with Word Substitution
Robustness Methods for Text Classification},
journal = {CoRR},
volume = {abs/2106.10826},
year = {2021},
url = {https://arxiv.org/abs/2106.10826},
eprinttype = {arXiv},
eprint = {2106.10826},
timestamp = {Mon, 06 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-10826.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-12608,
author = {Yichao Zhou and
Chelsea Ju and
J. Harry Caufield and
Kevin Shih and
Calvin Yu{-}Chian Chen and
Yizhou Sun and
Kai{-}Wei Chang and
Peipei Ping and
Wei Wang},
title = {Clinical Named Entity Recognition using Contextualized Token Representations},
journal = {CoRR},
volume = {abs/2106.12608},
year = {2021},
url = {https://arxiv.org/abs/2106.12608},
eprinttype = {arXiv},
eprint = {2106.12608},
timestamp = {Thu, 01 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-12608.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-14365,
author = {Alina Arseniev{-}Koehler and
Susan D. Cochran and
Vickie M. Mays and
Kai{-}Wei Chang and
Jacob Gates Foster},
title = {Integrating topic modeling and word embedding to characterize violent
deaths},
journal = {CoRR},
volume = {abs/2106.14365},
year = {2021},
url = {https://arxiv.org/abs/2106.14365},
eprinttype = {arXiv},
eprint = {2106.14365},
timestamp = {Wed, 30 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-14365.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-06383,
author = {Sheng Shen and
Liunian Harold Li and
Hao Tan and
Mohit Bansal and
Anna Rohrbach and
Kai{-}Wei Chang and
Zhewei Yao and
Kurt Keutzer},
title = {How Much Can {CLIP} Benefit Vision-and-Language Tasks?},
journal = {CoRR},
volume = {abs/2107.06383},
year = {2021},
url = {https://arxiv.org/abs/2107.06383},
eprinttype = {arXiv},
eprint = {2107.06383},
timestamp = {Fri, 17 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-06383.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-03362,
author = {Sunipa Dev and
Emily Sheng and
Jieyu Zhao and
Jiao Sun and
Yu Hou and
Mattie Sanseverino and
Jiin Kim and
Nanyun Peng and
Kai{-}Wei Chang},
title = {What do Bias Measures Measure?},
journal = {CoRR},
volume = {abs/2108.03362},
year = {2021},
url = {https://arxiv.org/abs/2108.03362},
eprinttype = {arXiv},
eprint = {2108.03362},
timestamp = {Wed, 11 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-03362.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-04938,
author = {Masoud Monajatipoor and
Mozhdeh Rouhsedaghat and
Liunian Harold Li and
Aichi Chien and
C.{-}C. Jay Kuo and
Fabien Scalzo and
Kai{-}Wei Chang},
title = {BERTHop: An Effective Vision-and-Language Model for Chest X-ray Disease
Diagnosis},
journal = {CoRR},
volume = {abs/2108.04938},
year = {2021},
url = {https://arxiv.org/abs/2108.04938},
eprinttype = {arXiv},
eprint = {2108.04938},
timestamp = {Wed, 18 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-04938.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-11590,
author = {Wasi Uddin Ahmad and
Md Golam Rahman Tushar and
Saikat Chakraborty and
Kai{-}Wei Chang},
title = {{AVATAR:} {A} Parallel Corpus for Java-Python Program Translation},
journal = {CoRR},
volume = {abs/2108.11590},
year = {2021},
url = {https://arxiv.org/abs/2108.11590},
eprinttype = {arXiv},
eprint = {2108.11590},
timestamp = {Fri, 27 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-11590.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-11601,
author = {Md. Rizwan Parvez and
Wasi Uddin Ahmad and
Saikat Chakraborty and
Baishakhi Ray and
Kai{-}Wei Chang},
title = {Retrieval Augmented Code Generation and Summarization},
journal = {CoRR},
volume = {abs/2108.11601},
year = {2021},
url = {https://arxiv.org/abs/2108.11601},
eprinttype = {arXiv},
eprint = {2108.11601},
timestamp = {Fri, 27 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-11601.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-12084,
author = {Sunipa Dev and
Masoud Monajatipoor and
Anaelia Ovalle and
Arjun Subramonian and
Jeff M. Phillips and
Kai{-}Wei Chang},
title = {Harms of Gender Exclusivity and Challenges in Non-Binary Representation
in Language Technologies},
journal = {CoRR},
volume = {abs/2108.12084},
year = {2021},
url = {https://arxiv.org/abs/2108.12084},
eprinttype = {arXiv},
eprint = {2108.12084},
timestamp = {Thu, 02 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-12084.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-12724,
author = {I{-}Hung Hsu and
Kuan{-}Hao Huang and
Elizabeth Boschee and
Scott Miller and
Prem Natarajan and
Kai{-}Wei Chang and
Nanyun Peng},
title = {Event Extraction as Natural Language Generation},
journal = {CoRR},
volume = {abs/2108.12724},
year = {2021},
url = {https://arxiv.org/abs/2108.12724},
eprinttype = {arXiv},
eprint = {2108.12724},
timestamp = {Thu, 02 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-12724.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-12777,
author = {Zongyi Li and
Jianhan Xu and
Jiehang Zeng and
Linyang Li and
Xiaoqing Zheng and
Qi Zhang and
Kai{-}Wei Chang and
Cho{-}Jui Hsieh},
title = {Searching for an Effective Defender: Benchmarking Defense against
Adversarial Word Substitution},
journal = {CoRR},
volume = {abs/2108.12777},
year = {2021},
url = {https://arxiv.org/abs/2108.12777},
eprinttype = {arXiv},
eprint = {2108.12777},
timestamp = {Fri, 10 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-12777.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-06860,
author = {Da Yin and
Liunian Harold Li and
Ziniu Hu and
Nanyun Peng and
Kai{-}Wei Chang},
title = {Broaden the Vision: Geo-Diverse Visual Commonsense Reasoning},
journal = {CoRR},
volume = {abs/2109.06860},
year = {2021},
url = {https://arxiv.org/abs/2109.06860},
eprinttype = {arXiv},
eprint = {2109.06860},
timestamp = {Tue, 21 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-06860.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-10346,
author = {Ziniu Hu and
Yizhou Sun and
Kai{-}Wei Chang},
title = {Relation-Guided Pre-Training for Open-Domain Question Answering},
journal = {CoRR},
volume = {abs/2109.10346},
year = {2021},
url = {https://arxiv.org/abs/2109.10346},
eprinttype = {arXiv},
eprint = {2109.10346},
timestamp = {Mon, 27 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-10346.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-07537,
author = {Chien{-}yu Huang and
Kai{-}Wei Chang and
Hung{-}yi Lee},
title = {Toward Degradation-Robust Voice Conversion},
journal = {CoRR},
volume = {abs/2110.07537},
year = {2021},
url = {https://arxiv.org/abs/2110.07537},
eprinttype = {arXiv},
eprint = {2110.07537},
timestamp = {Mon, 25 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-07537.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-07871,
author = {Vijit Malik and
Sunipa Dev and
Akihiro Nishi and
Nanyun Peng and
Kai{-}Wei Chang},
title = {Socially Aware Bias Measurements for Hindi Language Representations},
journal = {CoRR},
volume = {abs/2110.07871},
year = {2021},
url = {https://arxiv.org/abs/2110.07871},
eprinttype = {arXiv},
eprint = {2110.07871},
timestamp = {Fri, 22 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-07871.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-03857,
author = {Liunian Harold Li and
Pengchuan Zhang and
Haotian Zhang and
Jianwei Yang and
Chunyuan Li and
Yiwu Zhong and
Lijuan Wang and
Lu Yuan and
Lei Zhang and
Jenq{-}Neng Hwang and
Kai{-}Wei Chang and
Jianfeng Gao},
title = {Grounded Language-Image Pre-training},
journal = {CoRR},
volume = {abs/2112.03857},
year = {2021},
url = {https://arxiv.org/abs/2112.03857},
eprinttype = {arXiv},
eprint = {2112.03857},
timestamp = {Thu, 11 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-03857.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-08587,
author = {Zhecan Wang and
Haoxuan You and
Liunian Harold Li and
Alireza Zareian and
Suji Park and
Yiqing Liang and
Kai{-}Wei Chang and
Shih{-}Fu Chang},
title = {{SGEITL:} Scene Graph Enhanced Image-Text Learning for Visual Commonsense
Reasoning},
journal = {CoRR},
volume = {abs/2112.08587},
year = {2021},
url = {https://arxiv.org/abs/2112.08587},
eprinttype = {arXiv},
eprint = {2112.08587},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-08587.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LeeC20,
author = {Ching{-}Pei Lee and
Kai{-}Wei Chang},
title = {Distributed block-diagonal approximation methods for regularized empirical
risk minimization},
journal = {Mach. Learn.},
volume = {109},
number = {4},
pages = {813--852},
year = {2020},
url = {https://doi.org/10.1007/s10994-019-05859-2},
doi = {10.1007/S10994-019-05859-2},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/LeeC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/JiangXC20,
author = {Yuchen Jiang and
Zhenxin Xiao and
Kai{-}Wei Chang},
title = {Learning Directional Sentence-Pair Embedding for Natural Language
Reasoning (Student Abstract)},
booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
2020, The Thirty-Second Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
February 7-12, 2020},
pages = {13825--13826},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i10.7184},
doi = {10.1609/AAAI.V34I10.7184},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/JiangXC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ZhouJZCW20,
author = {Yichao Zhou and
Jyun{-}Yu Jiang and
Jieyu Zhao and
Kai{-}Wei Chang and
Wei Wang},
editor = {Dan Jurafsky and
Joyce Chai and
Natalie Schluter and
Joel R. Tetreault},
title = {"The Boating Store Had Its Best Sail Ever": Pronunciation-attentive
Contextualized Pun Recognition},
booktitle = {Proceedings of the 58th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2020, Online, July 5-10, 2020},
pages = {813--822},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.acl-main.75},
doi = {10.18653/V1/2020.ACL-MAIN.75},
timestamp = {Thu, 01 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acl/ZhouJZCW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ZhaoMHCA20,
author = {Jieyu Zhao and
Subhabrata Mukherjee and
Saghar Hosseini and
Kai{-}Wei Chang and
Ahmed Hassan Awadallah},
editor = {Dan Jurafsky and
Joyce Chai and
Natalie Schluter and
Joel R. Tetreault},
title = {Gender Bias in Multilingual Embeddings and Cross-Lingual Transfer},
booktitle = {Proceedings of the 58th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2020, Online, July 5-10, 2020},
pages = {2896--2907},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.acl-main.260},
doi = {10.18653/V1/2020.ACL-MAIN.260},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/ZhaoMHCA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/JiaMZC20,
author = {Shengyu Jia and
Tao Meng and
Jieyu Zhao and
Kai{-}Wei Chang},
editor = {Dan Jurafsky and
Joyce Chai and
Natalie Schluter and
Joel R. Tetreault},
title = {Mitigating Gender Bias Amplification in Distribution by Posterior
Regularization},
booktitle = {Proceedings of the 58th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2020, Online, July 5-10, 2020},
pages = {2936--2942},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.acl-main.264},
doi = {10.18653/V1/2020.ACL-MAIN.264},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/JiaMZC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/GautSTHQEZMBCW20,
author = {Andrew Gaut and
Tony Sun and
Shirlyn Tang and
Yuxin Huang and
Jing Qian and
Mai ElSherief and
Jieyu Zhao and
Diba Mirza and
Elizabeth M. Belding and
Kai{-}Wei Chang and
William Yang Wang},
editor = {Dan Jurafsky and
Joyce Chai and
Natalie Schluter and
Joel R. Tetreault},
title = {Towards Understanding Gender Bias in Relation Extraction},
booktitle = {Proceedings of the 58th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2020, Online, July 5-10, 2020},
pages = {2943--2953},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.acl-main.265},
doi = {10.18653/V1/2020.ACL-MAIN.265},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/GautSTHQEZMBCW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/YinLMC20,
author = {Fan Yin and
Quanyu Long and
Tao Meng and
Kai{-}Wei Chang},
editor = {Dan Jurafsky and
Joyce Chai and
Natalie Schluter and
Joel R. Tetreault},
title = {On the Robustness of Language Encoders against Grammatical Errors},
booktitle = {Proceedings of the 58th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2020, Online, July 5-10, 2020},
pages = {3386--3403},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.acl-main.310},
doi = {10.18653/V1/2020.ACL-MAIN.310},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/YinLMC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/YinMC20,
author = {Da Yin and
Tao Meng and
Kai{-}Wei Chang},
editor = {Dan Jurafsky and
Joyce Chai and
Natalie Schluter and
Joel R. Tetreault},
title = {SentiBERT: {A} Transferable Transformer-Based Architecture for Compositional
Sentiment Semantics},
booktitle = {Proceedings of the 58th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2020, Online, July 5-10, 2020},
pages = {3695--3706},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.acl-main.341},
doi = {10.18653/V1/2020.ACL-MAIN.341},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/YinMC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/AhmadCRC20,
author = {Wasi Uddin Ahmad and
Saikat Chakraborty and
Baishakhi Ray and
Kai{-}Wei Chang},
editor = {Dan Jurafsky and
Joyce Chai and
Natalie Schluter and
Joel R. Tetreault},
title = {A Transformer-based Approach for Source Code Summarization},
booktitle = {Proceedings of the 58th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2020, Online, July 5-10, 2020},
pages = {4998--5007},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.acl-main.449},
doi = {10.18653/V1/2020.ACL-MAIN.449},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/AhmadCRC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/LiYYHC20,
author = {Liunian Harold Li and
Mark Yatskar and
Da Yin and
Cho{-}Jui Hsieh and
Kai{-}Wei Chang},
editor = {Dan Jurafsky and
Joyce Chai and
Natalie Schluter and
Joel R. Tetreault},
title = {What Does {BERT} with Vision Look At?},
booktitle = {Proceedings of the 58th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2020, Online, July 5-10, 2020},
pages = {5265--5275},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.acl-main.469},
doi = {10.18653/V1/2020.ACL-MAIN.469},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/LiYYHC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/AhmadC0C20,
author = {Wasi Uddin Ahmad and
Jianfeng Chi and
Yuan Tian and
Kai{-}Wei Chang},
editor = {Trevor Cohn and
Yulan He and
Yang Liu},
title = {PolicyQA: {A} Reading Comprehension Dataset for Privacy Policies},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2020, Online Event, 16-20 November 2020},
series = {Findings of {ACL}},
volume = {{EMNLP} 2020},
pages = {743--749},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.findings-emnlp.66},
doi = {10.18653/V1/2020.FINDINGS-EMNLP.66},
timestamp = {Wed, 23 Mar 2022 10:11:55 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/AhmadC0C20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ZhaoC20,
author = {Jieyu Zhao and
Kai{-}Wei Chang},
editor = {Bonnie Webber and
Trevor Cohn and
Yulan He and
Yang Liu},
title = {{LOGAN:} Local Group Bias Detection by Clustering},
booktitle = {Proceedings of the 2020 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2020, Online, November 16-20, 2020},
pages = {1968--1977},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.emnlp-main.155},
doi = {10.18653/V1/2020.EMNLP-MAIN.155},
timestamp = {Wed, 23 Mar 2022 10:11:55 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/ZhaoC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/LiuZXZCH20,
author = {Lu Liu and
Yi Zhou and
Jianhan Xu and
Xiaoqing Zheng and
Kai{-}Wei Chang and
Xuanjing Huang},
editor = {Trevor Cohn and
Yulan He and
Yang Liu},
title = {Cross-Lingual Dependency Parsing by POS-Guided Word Reordering},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2020, Online Event, 16-20 November 2020},
series = {Findings of {ACL}},
volume = {{EMNLP} 2020},
pages = {2938--2948},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.findings-emnlp.265},
doi = {10.18653/V1/2020.FINDINGS-EMNLP.265},
timestamp = {Thu, 13 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/LiuZXZCH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ShengCNP20,
author = {Emily Sheng and
Kai{-}Wei Chang and
Prem Natarajan and
Nanyun Peng},
editor = {Trevor Cohn and
Yulan He and
Yang Liu},
title = {Towards Controllable Biases in Language Generation},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2020, Online Event, 16-20 November 2020},
series = {Findings of {ACL}},
volume = {{EMNLP} 2020},
pages = {3239--3254},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.findings-emnlp.291},
doi = {10.18653/V1/2020.FINDINGS-EMNLP.291},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/ShengCNP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icigp/FallCC20,
author = {Everett Fall and
Kai{-}Wei Chang and
Liang{-}Gee Chen},
title = {Dynamically Expanded {CNN} Array for Video Coding},
booktitle = {{ICIGP} 2020: 3rd International Conference on Image and Graphics Processing,
Singapore, February, 2020},
pages = {85--90},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3383812.3383825},
doi = {10.1145/3383812.3383825},
timestamp = {Mon, 16 May 2022 16:55:25 +0200},
biburl = {https://dblp.org/rec/conf/icigp/FallCC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ShiZCHH20,
author = {Zhouxing Shi and
Huan Zhang and
Kai{-}Wei Chang and
Minlie Huang and
Cho{-}Jui Hsieh},
title = {Robustness Verification for Transformers},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=BJxwPJHFwS},
timestamp = {Fri, 23 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ShiZCHH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnlp/HuangLC20,
author = {Kuan{-}Hao Huang and
Chen Li and
Kai{-}Wei Chang},
editor = {Kam{-}Fai Wong and
Kevin Knight and
Hua Wu},
title = {Generating Sports News from Live Commentary: {A} Chinese Dataset for
Sports Game Summarization},
booktitle = {Proceedings of the 1st Conference of the Asia-Pacific Chapter of the
Association for Computational Linguistics and the 10th International
Joint Conference on Natural Language Processing, {AACL/IJCNLP} 2020,
Suzhou, China, December 4-7, 2020},
pages = {609--615},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://aclanthology.org/2020.aacl-main.61/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnlp/HuangLC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HuDWCS20,
author = {Ziniu Hu and
Yuxiao Dong and
Kuansan Wang and
Kai{-}Wei Chang and
Yizhou Sun},
editor = {Rajesh Gupta and
Yan Liu and
Jiliang Tang and
B. Aditya Prakash},
title = {{GPT-GNN:} Generative Pre-Training of Graph Neural Networks},
booktitle = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, CA, USA, August 23-27, 2020},
pages = {1857--1867},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3394486.3403237},
doi = {10.1145/3394486.3403237},
timestamp = {Tue, 09 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/HuDWCS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/XuS0WCHKLH20,
author = {Kaidi Xu and
Zhouxing Shi and
Huan Zhang and
Yihan Wang and
Kai{-}Wei Chang and
Minlie Huang and
Bhavya Kailkhura and
Xue Lin and
Cho{-}Jui Hsieh},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Automatic Perturbation Analysis for Scalable Certified Robustness
and Beyond},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/0cbc5671ae26f67871cb914d81ef8fc1-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/XuS0WCHKLH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-06622,
author = {Zhouxing Shi and
Huan Zhang and
Kai{-}Wei Chang and
Minlie Huang and
Cho{-}Jui Hsieh},
title = {Robustness Verification for Transformers},
journal = {CoRR},
volume = {abs/2002.06622},
year = {2020},
url = {https://arxiv.org/abs/2002.06622},
eprinttype = {arXiv},
eprint = {2002.06622},
timestamp = {Wed, 06 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-06622.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-12920,
author = {Kaidi Xu and
Zhouxing Shi and
Huan Zhang and
Minlie Huang and
Kai{-}Wei Chang and
Bhavya Kailkhura and
Xue Lin and
Cho{-}Jui Hsieh},
title = {Automatic Perturbation Analysis on General Computational Graphs},
journal = {CoRR},
volume = {abs/2002.12920},
year = {2020},
url = {https://arxiv.org/abs/2002.12920},
eprinttype = {arXiv},
eprint = {2002.12920},
timestamp = {Wed, 06 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-12920.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-14457,
author = {Yichao Zhou and
Jyun{-}Yu Jiang and
Jieyu Zhao and
Kai{-}Wei Chang and
Wei Wang},
title = {"The Boating Store Had Its Best Sail Ever": Pronunciation-attentive
Contextualized Pun Recognition},
journal = {CoRR},
volume = {abs/2004.14457},
year = {2020},
url = {https://arxiv.org/abs/2004.14457},
eprinttype = {arXiv},
eprint = {2004.14457},
timestamp = {Thu, 01 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-14457.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-00268,
author = {Emily Sheng and
Kai{-}Wei Chang and
Premkumar Natarajan and
Nanyun Peng},
title = {Towards Controllable Biases in Language Generation},
journal = {CoRR},
volume = {abs/2005.00268},
year = {2020},
url = {https://arxiv.org/abs/2005.00268},
eprinttype = {arXiv},
eprint = {2005.00268},
timestamp = {Fri, 08 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-00268.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-00653,
author = {Wasi Uddin Ahmad and
Saikat Chakraborty and
Baishakhi Ray and
Kai{-}Wei Chang},
title = {A Transformer-based Approach for Source Code Summarization},
journal = {CoRR},
volume = {abs/2005.00653},
year = {2020},
url = {https://arxiv.org/abs/2005.00653},
eprinttype = {arXiv},
eprint = {2005.00653},
timestamp = {Fri, 08 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-00653.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-00699,
author = {Jieyu Zhao and
Subhabrata Mukherjee and
Saghar Hosseini and
Kai{-}Wei Chang and
Ahmed Hassan Awadallah},
title = {Gender Bias in Multilingual Embeddings and Cross-Lingual Transfer},
journal = {CoRR},
volume = {abs/2005.00699},
year = {2020},
url = {https://arxiv.org/abs/2005.00699},
eprinttype = {arXiv},
eprint = {2005.00699},
timestamp = {Fri, 08 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-00699.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-04114,
author = {Da Yin and
Tao Meng and
Kai{-}Wei Chang},
title = {SentiBERT: {A} Transferable Transformer-Based Architecture for Compositional
Sentiment Semantics},
journal = {CoRR},
volume = {abs/2005.04114},
year = {2020},
url = {https://arxiv.org/abs/2005.04114},
eprinttype = {arXiv},
eprint = {2005.04114},
timestamp = {Thu, 14 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-04114.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-05683,
author = {Fan Yin and
Quanyu Long and
Tao Meng and
Kai{-}Wei Chang},
title = {On the Robustness of Language Encoders against Grammatical Errors},
journal = {CoRR},
volume = {abs/2005.05683},
year = {2020},
url = {https://arxiv.org/abs/2005.05683},
eprinttype = {arXiv},
eprint = {2005.05683},
timestamp = {Thu, 14 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-05683.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-06251,
author = {Shengyu Jia and
Tao Meng and
Jieyu Zhao and
Kai{-}Wei Chang},
title = {Mitigating Gender Bias Amplification in Distribution by Posterior
Regularization},
journal = {CoRR},
volume = {abs/2005.06251},
year = {2020},
url = {https://arxiv.org/abs/2005.06251},
eprinttype = {arXiv},
eprint = {2005.06251},
timestamp = {Thu, 14 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-06251.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-10836,
author = {Tao Meng and
Kai{-}Wei Chang},
title = {An Integer Linear Programming Framework for Mining Constraints from
Data},
journal = {CoRR},
volume = {abs/2006.10836},
year = {2020},
url = {https://arxiv.org/abs/2006.10836},
eprinttype = {arXiv},
eprint = {2006.10836},
timestamp = {Tue, 23 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-10836.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-11627,
author = {Yi Zhou and
Xiaoqing Zheng and
Cho{-}Jui Hsieh and
Kai{-}Wei Chang and
Xuanjing Huang},
title = {Defense against Adversarial Attacks in {NLP} via Dirichlet Neighborhood
Ensemble},
journal = {CoRR},
volume = {abs/2006.11627},
year = {2020},
url = {https://arxiv.org/abs/2006.11627},
eprinttype = {arXiv},
eprint = {2006.11627},
timestamp = {Thu, 13 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-11627.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-15437,
author = {Ziniu Hu and
Yuxiao Dong and
Kuansan Wang and
Kai{-}Wei Chang and
Yizhou Sun},
title = {{GPT-GNN:} Generative Pre-Training of Graph Neural Networks},
journal = {CoRR},
volume = {abs/2006.15437},
year = {2020},
url = {https://arxiv.org/abs/2006.15437},
eprinttype = {arXiv},
eprint = {2006.15437},
timestamp = {Wed, 01 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-15437.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-07407,
author = {Juan Carlo Rebanal and
Yuqi Tang and
Jordan Combitsis and
Kai{-}Wei Chang and
Xiang 'Anthony' Chen},
title = {XAlgo: Explaining the Internal States of Algorithms via Question Answering},
journal = {CoRR},
volume = {abs/2007.07407},
year = {2020},
url = {https://arxiv.org/abs/2007.07407},
eprinttype = {arXiv},
eprint = {2007.07407},
timestamp = {Fri, 03 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-07407.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-01739,
author = {Wasi Uddin Ahmad and
Xiao Bai and
Soomin Lee and
Kai{-}Wei Chang},
title = {Select, Extract and Generate: Neural Keyphrase Generation with Syntactic
Guidance},
journal = {CoRR},
volume = {abs/2008.01739},
year = {2020},
url = {https://arxiv.org/abs/2008.01739},
eprinttype = {arXiv},
eprint = {2008.01739},
timestamp = {Tue, 18 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-01739.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-02557,
author = {Wasi Uddin Ahmad and
Jianfeng Chi and
Yuan Tian and
Kai{-}Wei Chang},
title = {PolicyQA: {A} Reading Comprehension Dataset for Privacy Policies},
journal = {CoRR},
volume = {abs/2010.02557},
year = {2020},
url = {https://arxiv.org/abs/2010.02557},
eprinttype = {arXiv},
eprint = {2010.02557},
timestamp = {Mon, 12 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-02557.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-02867,
author = {Jieyu Zhao and
Kai{-}Wei Chang},
title = {{LOGAN:} Local Group Bias Detection by Clustering},
journal = {CoRR},
volume = {abs/2010.02867},
year = {2020},
url = {https://arxiv.org/abs/2010.02867},
eprinttype = {arXiv},
eprint = {2010.02867},
timestamp = {Tue, 13 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-02867.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-03009,
author = {Wasi Uddin Ahmad and
Nanyun Peng and
Kai{-}Wei Chang},
title = {{GATE:} Graph Attention Transformer Encoder for Cross-lingual Relation
and Event Extraction},
journal = {CoRR},
volume = {abs/2010.03009},
year = {2020},
url = {https://arxiv.org/abs/2010.03009},
eprinttype = {arXiv},
eprint = {2010.03009},
timestamp = {Tue, 13 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-03009.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-12820,
author = {Emily Sheng and
Kai{-}Wei Chang and
Premkumar Natarajan and
Nanyun Peng},
title = {"Nice Try, Kiddo": Ad Hominems in Dialogue Systems},
journal = {CoRR},
volume = {abs/2010.12820},
year = {2020},
url = {https://arxiv.org/abs/2010.12820},
eprinttype = {arXiv},
eprint = {2010.12820},
timestamp = {Mon, 02 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-12820.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-12831,
author = {Liunian Harold Li and
Haoxuan You and
Zhecan Wang and
Alireza Zareian and
Shih{-}Fu Chang and
Kai{-}Wei Chang},
title = {Weakly-supervised VisualBERT: Pre-training without Parallel Images
and Captions},
journal = {CoRR},
volume = {abs/2010.12831},
year = {2020},
url = {https://arxiv.org/abs/2010.12831},
eprinttype = {arXiv},
eprint = {2010.12831},
timestamp = {Mon, 02 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-12831.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-08558,
author = {Liping Yuan and
Xiaoqing Zheng and
Yi Zhou and
Cho{-}Jui Hsieh and
Kai{-}Wei Chang and
Xuanjing Huang},
title = {Generating universal language adversarial examples by understanding
and enhancing the transferability across neural models},
journal = {CoRR},
volume = {abs/2011.08558},
year = {2020},
url = {https://arxiv.org/abs/2011.08558},
eprinttype = {arXiv},
eprint = {2011.08558},
timestamp = {Thu, 13 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-08558.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-08790,
author = {Yichao Zhou and
Yu Yan and
Rujun Han and
J. Harry Caufield and
Kai{-}Wei Chang and
Yizhou Sun and
Peipei Ping and
Wei Wang},
title = {Clinical Temporal Relation Extraction with Probabilistic Soft Logic
Regularization and Global Inference},
journal = {CoRR},
volume = {abs/2012.08790},
year = {2020},
url = {https://arxiv.org/abs/2012.08790},
eprinttype = {arXiv},
eprint = {2012.08790},
timestamp = {Thu, 01 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-08790.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/ChenJZCZCZW19,
author = {Muhao Chen and
Chelsea J.{-}T. Ju and
Guangyu Zhou and
Xuelu Chen and
Tianran Zhang and
Kai{-}Wei Chang and
Carlo Zaniolo and
Wei Wang},
title = {Multifaceted protein-protein interaction prediction based on Siamese
residual {RCNN}},
journal = {Bioinform.},
volume = {35},
number = {14},
pages = {i305--i314},
year = {2019},
url = {https://doi.org/10.1093/bioinformatics/btz328},
doi = {10.1093/BIOINFORMATICS/BTZ328},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bioinformatics/ChenJZCZCZW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcb/DuongAECL19,
author = {Dat Duong and
Wasi Uddin Ahmad and
Eleazar Eskin and
Kai{-}Wei Chang and
Jingyi Jessica Li},
title = {Word and Sentence Embedding Tools to Measure Semantic Similarity of
Gene Ontology Terms by Their Definitions},
journal = {J. Comput. Biol.},
volume = {26},
number = {1},
pages = {38--52},
year = {2019},
url = {https://doi.org/10.1089/cmb.2018.0093},
doi = {10.1089/CMB.2018.0093},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcb/DuongAECL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tacl/LiCHC19,
author = {Liunian Harold Li and
Patrick H. Chen and
Cho{-}Jui Hsieh and
Kai{-}Wei Chang},
title = {Efficient Contextual Representation Learning With Continuous Outputs},
journal = {Trans. Assoc. Comput. Linguistics},
volume = {7},
pages = {611--624},
year = {2019},
url = {https://doi.org/10.1162/tacl\_a\_00289},
doi = {10.1162/TACL\_A\_00289},
timestamp = {Fri, 10 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tacl/LiCHC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/SunGTHEZMBCW19,
author = {Tony Sun and
Andrew Gaut and
Shirlyn Tang and
Yuxin Huang and
Mai ElSherief and
Jieyu Zhao and
Diba Mirza and
Elizabeth M. Belding and
Kai{-}Wei Chang and
William Yang Wang},
editor = {Anna Korhonen and
David R. Traum and
Llu{\'{\i}}s M{\`{a}}rquez},
title = {Mitigating Gender Bias in Natural Language Processing: Literature
Review},
booktitle = {Proceedings of the 57th Conference of the Association for Computational
Linguistics, {ACL} 2019, Florence, Italy, July 28- August 2, 2019,
Volume 1: Long Papers},
pages = {1630--1640},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/p19-1159},
doi = {10.18653/V1/P19-1159},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/SunGTHEZMBCW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/HuCCS19,
author = {Ziniu Hu and
Ting Chen and
Kai{-}Wei Chang and
Yizhou Sun},
editor = {Anna Korhonen and
David R. Traum and
Llu{\'{\i}}s M{\`{a}}rquez},
title = {Few-Shot Representation Learning for Out-Of-Vocabulary Words},
booktitle = {Proceedings of the 57th Conference of the Association for Computational
Linguistics, {ACL} 2019, Florence, Italy, July 28- August 2, 2019,
Volume 1: Long Papers},
pages = {4102--4112},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/p19-1402},
doi = {10.18653/V1/P19-1402},
timestamp = {Fri, 03 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acl/HuCCS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/conll/ChenTCCSZ19,
author = {Muhao Chen and
Yingtao Tian and
Haochen Chen and
Kai{-}Wei Chang and
Steven Skiena and
Carlo Zaniolo},
editor = {Mohit Bansal and
Aline Villavicencio},
title = {Learning to Represent Bilingual Dictionaries},
booktitle = {Proceedings of the 23rd Conference on Computational Natural Language
Learning, CoNLL 2019, Hong Kong, China, November 3-4, 2019},
pages = {152--162},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/K19-1015},
doi = {10.18653/V1/K19-1015},
timestamp = {Thu, 05 Aug 2021 17:36:17 +0200},
biburl = {https://dblp.org/rec/conf/conll/ChenTCCSZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/conll/AhmadZMCP19,
author = {Wasi Uddin Ahmad and
Zhisong Zhang and
Xuezhe Ma and
Kai{-}Wei Chang and
Nanyun Peng},
editor = {Mohit Bansal and
Aline Villavicencio},
title = {Cross-Lingual Dependency Parsing with Unlabeled Auxiliary Languages},
booktitle = {Proceedings of the 23rd Conference on Computational Natural Language
Learning, CoNLL 2019, Hong Kong, China, November 3-4, 2019},
pages = {372--382},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/K19-1035},
doi = {10.18653/V1/K19-1035},
timestamp = {Tue, 10 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/conll/AhmadZMCP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ChangPO19,
author = {Kai{-}Wei Chang and
Vinod Prabhakaran and
Vicente Ordonez},
editor = {Timothy Baldwin and
Marine Carpuat},
title = {Bias and Fairness in Natural Language Processing},
booktitle = {Proceedings of the 2019 Conference on Empirical Methods in Natural
Language Processing and the 9th International Joint Conference on
Natural Language Processing, {EMNLP-IJCNLP} 2019, Hong Kong, China,
November 3-7, 2019 - Tutorial Abstracts},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://aclanthology.org/D19-2004/},
timestamp = {Tue, 04 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/ChangPO19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/XiaZMWC19,
author = {Chen Xia and
Haoxiang Zhang and
Jacob Moghtader and
Allen Wu and
Kai{-}Wei Chang},
editor = {Sebastian Pad{\'{o}} and
Ruihong Huang},
title = {Visualizing Trends of Key Roles in News Articles},
booktitle = {Proceedings of the 2019 Conference on Empirical Methods in Natural
Language Processing and the 9th International Joint Conference on
Natural Language Processing, {EMNLP-IJCNLP} 2019, Hong Kong, China,
November 3-7, 2019 - System Demonstrations},
pages = {247--252},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/D19-3042},
doi = {10.18653/V1/D19-3042},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/XiaZMWC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/MengPC19,
author = {Tao Meng and
Nanyun Peng and
Kai{-}Wei Chang},
editor = {Kentaro Inui and
Jing Jiang and
Vincent Ng and
Xiaojun Wan},
title = {Target Language-Aware Constrained Inference for Cross-lingual Dependency
Parsing},
booktitle = {Proceedings of the 2019 Conference on Empirical Methods in Natural
Language Processing and the 9th International Joint Conference on
Natural Language Processing, {EMNLP-IJCNLP} 2019, Hong Kong, China,
November 3-7, 2019},
pages = {1117--1128},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/D19-1103},
doi = {10.18653/V1/D19-1103},
timestamp = {Thu, 07 Apr 2022 09:14:07 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/MengPC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ParvezBCS19,
author = {Md. Rizwan Parvez and
Tolga Bolukbasi and
Kai{-}Wei Chang and
Venkatesh Saligrama},
editor = {Kentaro Inui and
Jing Jiang and
Vincent Ng and
Xiaojun Wan},
title = {Robust Text Classifier on Test-Time Budgets},
booktitle = {Proceedings of the 2019 Conference on Empirical Methods in Natural
Language Processing and the 9th International Joint Conference on
Natural Language Processing, {EMNLP-IJCNLP} 2019, Hong Kong, China,
November 3-7, 2019},
pages = {1167--1172},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/D19-1108},
doi = {10.18653/V1/D19-1108},
timestamp = {Thu, 12 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/ParvezBCS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ShiCZC19,
author = {Weijia Shi and
Muhao Chen and
Pei Zhou and
Kai{-}Wei Chang},
editor = {Kentaro Inui and
Jing Jiang and
Vincent Ng and
Xiaojun Wan},
title = {Retrofitting Contextualized Word Embeddings with Paraphrases},
booktitle = {Proceedings of the 2019 Conference on Empirical Methods in Natural
Language Processing and the 9th International Joint Conference on
Natural Language Processing, {EMNLP-IJCNLP} 2019, Hong Kong, China,
November 3-7, 2019},
pages = {1198--1203},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/D19-1113},
doi = {10.18653/V1/D19-1113},
timestamp = {Thu, 12 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/ShiCZC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ShengCNP19,
author = {Emily Sheng and
Kai{-}Wei Chang and
Premkumar Natarajan and
Nanyun Peng},
editor = {Kentaro Inui and
Jing Jiang and
Vincent Ng and
Xiaojun Wan},
title = {The Woman Worked as a Babysitter: On Biases in Language Generation},
booktitle = {Proceedings of the 2019 Conference on Empirical Methods in Natural
Language Processing and the 9th International Joint Conference on
Natural Language Processing, {EMNLP-IJCNLP} 2019, Hong Kong, China,
November 3-7, 2019},
pages = {3405--3410},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/D19-1339},
doi = {10.18653/V1/D19-1339},
timestamp = {Thu, 12 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/ShengCNP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ZhouJCW19,
author = {Yichao Zhou and
Jyun{-}Yu Jiang and
Kai{-}Wei Chang and
Wei Wang},
editor = {Kentaro Inui and
Jing Jiang and
Vincent Ng and
Xiaojun Wan},
title = {Learning to Discriminate Perturbations for Blocking Adversarial Attacks
in Text Classification},
booktitle = {Proceedings of the 2019 Conference on Empirical Methods in Natural
Language Processing and the 9th International Joint Conference on
Natural Language Processing, {EMNLP-IJCNLP} 2019, Hong Kong, China,
November 3-7, 2019},
pages = {4903--4912},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/D19-1496},
doi = {10.18653/V1/D19-1496},
timestamp = {Thu, 01 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/ZhouJCW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ZhouSZHCCC19,
author = {Pei Zhou and
Weijia Shi and
Jieyu Zhao and
Kuan{-}Hao Huang and
Muhao Chen and
Ryan Cotterell and
Kai{-}Wei Chang},
editor = {Kentaro Inui and
Jing Jiang and
Vincent Ng and
Xiaojun Wan},
title = {Examining Gender Bias in Languages with Grammatical Gender},
booktitle = {Proceedings of the 2019 Conference on Empirical Methods in Natural
Language Processing and the 9th International Joint Conference on
Natural Language Processing, {EMNLP-IJCNLP} 2019, Hong Kong, China,
November 3-7, 2019},
pages = {5275--5283},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/D19-1531},
doi = {10.18653/V1/D19-1531},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/ZhouSZHCCC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/WangZYCO19,
author = {Tianlu Wang and
Jieyu Zhao and
Mark Yatskar and
Kai{-}Wei Chang and
Vicente Ordonez},
title = {Balanced Datasets Are Not Enough: Estimating and Mitigating Gender
Bias in Deep Image Representations},
booktitle = {2019 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
2019, Seoul, Korea (South), October 27 - November 2, 2019},
pages = {5309--5318},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICCV.2019.00541},
doi = {10.1109/ICCV.2019.00541},
timestamp = {Thu, 05 Mar 2020 10:01:04 +0100},
biburl = {https://dblp.org/rec/conf/iccv/WangZYCO19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/DengSZCC19,
author = {Zhubo Deng and
Weijia Shi and
Pei Zhou and
Muhao Chen and
Kai{-}Wei Chang},
editor = {Panagiotis Papapetrou and
Xueqi Cheng and
Qing He},
title = {Computational Analysis of French Reborrowing Process for English Loanwords},
booktitle = {2019 International Conference on Data Mining Workshops, {ICDM} Workshops
2019, Beijing, China, November 8-11, 2019},
pages = {1--4},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICDMW48858.2019.9024757},
doi = {10.1109/ICDMW48858.2019.9024757},
timestamp = {Wed, 11 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/DengSZCC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/ZhaoWYCOC19,
author = {Jieyu Zhao and
Tianlu Wang and
Mark Yatskar and
Ryan Cotterell and
Vicente Ordonez and
Kai{-}Wei Chang},
editor = {Jill Burstein and
Christy Doran and
Thamar Solorio},
title = {Gender Bias in Contextualized Word Embeddings},
booktitle = {Proceedings of the 2019 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL-HLT} 2019, Minneapolis, MN, USA, June 2-7, 2019, Volume 1 (Long
and Short Papers)},
pages = {629--634},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/n19-1064},
doi = {10.18653/V1/N19-1064},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/ZhaoWYCOC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/AhmadZMHCP19,
author = {Wasi Uddin Ahmad and
Zhisong Zhang and
Xuezhe Ma and
Eduard H. Hovy and
Kai{-}Wei Chang and
Nanyun Peng},
editor = {Jill Burstein and
Christy Doran and
Thamar Solorio},
title = {On Difficulties of Cross-Lingual Transfer with Order Differences:
{A} Case Study on Dependency Parsing},
booktitle = {Proceedings of the 2019 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL-HLT} 2019, Minneapolis, MN, USA, June 2-7, 2019, Volume 1 (Long
and Short Papers)},
pages = {2440--2452},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/n19-1253},
doi = {10.18653/V1/N19-1253},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/AhmadZMHCP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rep4nlp/ShiCTC19,
author = {Weijia Shi and
Muhao Chen and
Yingtao Tian and
Kai{-}Wei Chang},
editor = {Isabelle Augenstein and
Spandana Gella and
Sebastian Ruder and
Katharina Kann and
Burcu Can and
Johannes Welbl and
Alexis Conneau and
Xiang Ren and
Marek Rei},
title = {Learning Bilingual Word Embeddings Using Lexical Definitions},
booktitle = {Proceedings of the 4th Workshop on Representation Learning for NLP,
RepL4NLP@ACL 2019, Florence, Italy, August 2, 2019},
pages = {142--147},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/w19-4316},
doi = {10.18653/V1/W19-4316},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/rep4nlp/ShiCTC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/AhmadCW19,
author = {Wasi Uddin Ahmad and
Kai{-}Wei Chang and
Hongning Wang},
editor = {Benjamin Piwowarski and
Max Chevalier and
{\'{E}}ric Gaussier and
Yoelle Maarek and
Jian{-}Yun Nie and
Falk Scholer},
title = {Context Attentive Document Ranking and Query Suggestion},
booktitle = {Proceedings of the 42nd International {ACM} {SIGIR} Conference on
Research and Development in Information Retrieval, {SIGIR} 2019, Paris,
France, July 21-25, 2019},
pages = {385--394},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3331184.3331246},
doi = {10.1145/3331184.3331246},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/AhmadCW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-11269,
author = {Liunian Harold Li and
Patrick H. Chen and
Cho{-}Jui Hsieh and
Kai{-}Wei Chang},
title = {Efficient Contextual Representation Learning Without Softmax Layer},
journal = {CoRR},
volume = {abs/1902.11269},
year = {2019},
url = {http://arxiv.org/abs/1902.11269},
eprinttype = {arXiv},
eprint = {1902.11269},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-11269.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-03310,
author = {Jieyu Zhao and
Tianlu Wang and
Mark Yatskar and
Ryan Cotterell and
Vicente Ordonez and
Kai{-}Wei Chang},
title = {Gender Bias in Contextualized Word Embeddings},
journal = {CoRR},
volume = {abs/1904.03310},
year = {2019},
url = {http://arxiv.org/abs/1904.03310},
eprinttype = {arXiv},
eprint = {1904.03310},
timestamp = {Wed, 24 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-03310.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-04326,
author = {Everett Fall and
Kai{-}Wei Chang and
Liang{-}Gee Chen},
title = {Dynamically Expanded {CNN} Array for Video Coding},
journal = {CoRR},
volume = {abs/1905.04326},
year = {2019},
url = {http://arxiv.org/abs/1905.04326},
eprinttype = {arXiv},
eprint = {1905.04326},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-04326.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-13728,
author = {Ziniu Hu and
Changjun Fan and
Ting Chen and
Kai{-}Wei Chang and
Yizhou Sun},
title = {Pre-Training Graph Neural Networks for Generic Structural Feature
Extraction},
journal = {CoRR},
volume = {abs/1905.13728},
year = {2019},
url = {http://arxiv.org/abs/1905.13728},
eprinttype = {arXiv},
eprint = {1905.13728},
timestamp = {Fri, 03 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-13728.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-02329,
author = {Wasi Uddin Ahmad and
Kai{-}Wei Chang and
Hongning Wang},
title = {Context Attentive Document Ranking and Query Suggestion},
journal = {CoRR},
volume = {abs/1906.02329},
year = {2019},
url = {http://arxiv.org/abs/1906.02329},
eprinttype = {arXiv},
eprint = {1906.02329},
timestamp = {Thu, 13 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-02329.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-08939,
author = {Weijia Shi and
Muhao Chen and
Yingtao Tian and
Kai{-}Wei Chang},
title = {Learning Bilingual Word Embeddings Using Lexical Definitions},
journal = {CoRR},
volume = {abs/1906.08939},
year = {2019},
url = {http://arxiv.org/abs/1906.08939},
eprinttype = {arXiv},
eprint = {1906.08939},
timestamp = {Mon, 24 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-08939.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-08976,
author = {Tony Sun and
Andrew Gaut and
Shirlyn Tang and
Yuxin Huang and
Mai ElSherief and
Jieyu Zhao and
Diba Mirza and
Elizabeth M. Belding and
Kai{-}Wei Chang and
William Yang Wang},
title = {Mitigating Gender Bias in Natural Language Processing: Literature
Review},
journal = {CoRR},
volume = {abs/1906.08976},
year = {2019},
url = {http://arxiv.org/abs/1906.08976},
eprinttype = {arXiv},
eprint = {1906.08976},
timestamp = {Mon, 24 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-08976.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-00505,
author = {Ziniu Hu and
Ting Chen and
Kai{-}Wei Chang and
Yizhou Sun},
title = {Few-Shot Representation Learning for Out-Of-Vocabulary Words},
journal = {CoRR},
volume = {abs/1907.00505},
year = {2019},
url = {http://arxiv.org/abs/1907.00505},
eprinttype = {arXiv},
eprint = {1907.00505},
timestamp = {Fri, 03 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-00505.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-03557,
author = {Liunian Harold Li and
Mark Yatskar and
Da Yin and
Cho{-}Jui Hsieh and
Kai{-}Wei Chang},
title = {VisualBERT: {A} Simple and Performant Baseline for Vision and Language},
journal = {CoRR},
volume = {abs/1908.03557},
year = {2019},
url = {http://arxiv.org/abs/1908.03557},
eprinttype = {arXiv},
eprint = {1908.03557},
timestamp = {Mon, 19 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-03557.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-01326,
author = {Emily Sheng and
Kai{-}Wei Chang and
Premkumar Natarajan and
Nanyun Peng},
title = {The Woman Worked as a Babysitter: On Biases in Language Generation},
journal = {CoRR},
volume = {abs/1909.01326},
year = {2019},
url = {http://arxiv.org/abs/1909.01326},
eprinttype = {arXiv},
eprint = {1909.01326},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-01326.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-01482,
author = {Tao Meng and
Nanyun Peng and
Kai{-}Wei Chang},
title = {Target Language-Aware Constrained Inference for Cross-lingual Dependency
Parsing},
journal = {CoRR},
volume = {abs/1909.01482},
year = {2019},
url = {http://arxiv.org/abs/1909.01482},
eprinttype = {arXiv},
eprint = {1909.01482},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-01482.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-02224,
author = {Pei Zhou and
Weijia Shi and
Jieyu Zhao and
Kuan{-}Hao Huang and
Muhao Chen and
Ryan Cotterell and
Kai{-}Wei Chang},
title = {Examining Gender Bias in Languages with Grammatical Gender},
journal = {CoRR},
volume = {abs/1909.02224},
year = {2019},
url = {http://arxiv.org/abs/1909.02224},
eprinttype = {arXiv},
eprint = {1909.02224},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-02224.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-03084,
author = {Yichao Zhou and
Jyun{-}Yu Jiang and
Kai{-}Wei Chang and
Wei Wang},
title = {Learning to Discriminate Perturbations for Blocking Adversarial Attacks
in Text Classification},
journal = {CoRR},
volume = {abs/1909.03084},
year = {2019},
url = {http://arxiv.org/abs/1909.03084},
eprinttype = {arXiv},
eprint = {1909.03084},
timestamp = {Thu, 01 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-03084.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-05449,
author = {Chen Xia and
Haoxiang Zhang and
Jacob Moghtader and
Allen Wu and
Kai{-}Wei Chang},
title = {Visualizing Trends of Key Roles in News Articles},
journal = {CoRR},
volume = {abs/1909.05449},
year = {2019},
url = {http://arxiv.org/abs/1909.05449},
eprinttype = {arXiv},
eprint = {1909.05449},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-05449.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-09265,
author = {Wasi Uddin Ahmad and
Zhisong Zhang and
Xuezhe Ma and
Kai{-}Wei Chang and
Nanyun Peng},
title = {Cross-lingual Dependency Parsing with Unlabeled Auxiliary Languages},
journal = {CoRR},
volume = {abs/1909.09265},
year = {2019},
url = {http://arxiv.org/abs/1909.09265},
eprinttype = {arXiv},
eprint = {1909.09265},
timestamp = {Tue, 24 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-09265.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-09700,
author = {Weijia Shi and
Muhao Chen and
Pei Zhou and
Kai{-}Wei Chang},
title = {Retrofitting Contextualized Word Embeddings with Paraphrases},
journal = {CoRR},
volume = {abs/1909.09700},
year = {2019},
url = {http://arxiv.org/abs/1909.09700},
eprinttype = {arXiv},
eprint = {1909.09700},
timestamp = {Fri, 27 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-09700.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-03642,
author = {Andrew Gaut and
Tony Sun and
Shirlyn Tang and
Yuxin Huang and
Jing Qian and
Mai ElSherief and
Jieyu Zhao and
Diba Mirza and
Elizabeth M. Belding and
Kai{-}Wei Chang and
William Yang Wang},
title = {Towards Understanding Gender Bias in Relation Extraction},
journal = {CoRR},
volume = {abs/1911.03642},
year = {2019},
url = {http://arxiv.org/abs/1911.03642},
eprinttype = {arXiv},
eprint = {1911.03642},
timestamp = {Sun, 01 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-03642.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cee/HsuHCLWKZ18,
author = {Fu{-}Hau Hsu and
Yanling Hwang and
Kai{-}Wei Chang and
Chia{-}Hao Lee and
Chuan{-}Sheng Wang and
Chuan{-}Kai Kao and
Zhi{-}Yao Zhong},
title = {Handover: {A} mechanism to improve the reliability and availability
of network services for clients behind a network address translator},
journal = {Comput. Electr. Eng.},
volume = {67},
pages = {159--169},
year = {2018},
url = {https://doi.org/10.1016/j.compeleceng.2018.03.020},
doi = {10.1016/J.COMPELECENG.2018.03.020},
timestamp = {Wed, 19 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cee/HsuHCLWKZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cee/HsuHLLCH18,
author = {Fu{-}Hau Hsu and
Yanling Hwang and
Chia{-}Hao Lee and
Chieh{-}Ju Lin and
Kai{-}Wei Chang and
Chen{-}Chia Huang},
title = {A Cloud-based Protection approach against JavaScript-based attacks
to browsers},
journal = {Comput. Electr. Eng.},
volume = {68},
pages = {241--251},
year = {2018},
url = {https://doi.org/10.1016/j.compeleceng.2018.03.050},
doi = {10.1016/J.COMPELECENG.2018.03.050},
timestamp = {Wed, 19 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cee/HsuHLLCH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/WuJCDLCJ18,
author = {Chiu{-}Hsien Wu and
Guo{-}Jhen Jiang and
Kai{-}Wei Chang and
Zu{-}Yin Deng and
Yu{-}Ning Li and
Kuen{-}Lin Chen and
Chien{-}Chung Jeng},
title = {Analysis of the Sensing Properties of a Highly Stable and Reproducible
Ozone Gas Sensor Based on Amorphous In-Ga-Zn-O Thin Film},
journal = {Sensors},
volume = {18},
number = {1},
pages = {163},
year = {2018},
url = {https://doi.org/10.3390/s18010163},
doi = {10.3390/S18010163},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sensors/WuJCDLCJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ChangPCR18,
author = {Md. Rizwan Parvez and
Saikat Chakraborty and
Baishakhi Ray and
Kai{-}Wei Chang},
editor = {Iryna Gurevych and
Yusuke Miyao},
title = {Building Language Models for Text with Named Entities},
booktitle = {Proceedings of the 56th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2018, Melbourne, Australia, July 15-20, 2018, Volume
1: Long Papers},
pages = {2373--2383},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://aclanthology.org/P18-1221/},
doi = {10.18653/V1/P18-1221},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/ChangPCR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/AlzantotSEHSC18,
author = {Moustafa Alzantot and
Yash Sharma and
Ahmed Elgohary and
Bo{-}Jhang Ho and
Mani B. Srivastava and
Kai{-}Wei Chang},
editor = {Ellen Riloff and
David Chiang and
Julia Hockenmaier and
Jun'ichi Tsujii},
title = {Generating Natural Language Adversarial Examples},
booktitle = {Proceedings of the 2018 Conference on Empirical Methods in Natural
Language Processing, Brussels, Belgium, October 31 - November 4, 2018},
pages = {2890--2896},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://doi.org/10.18653/v1/d18-1316},
doi = {10.18653/V1/D18-1316},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/AlzantotSEHSC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ZhaoZLWC18,
author = {Jieyu Zhao and
Yichao Zhou and
Zeyu Li and
Wei Wang and
Kai{-}Wei Chang},
editor = {Ellen Riloff and
David Chiang and
Julia Hockenmaier and
Jun'ichi Tsujii},
title = {Learning Gender-Neutral Word Embeddings},
booktitle = {Proceedings of the 2018 Conference on Empirical Methods in Natural
Language Processing, Brussels, Belgium, October 31 - November 4, 2018},
pages = {4847--4853},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://aclanthology.org/D18-1521/},
timestamp = {Tue, 07 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/ZhaoZLWC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhouCCZ18,
author = {Pei Zhou and
Muhao Chen and
Kai{-}Wei Chang and
Carlo Zaniolo},
editor = {Hanghang Tong and
Zhenhui Jessie Li and
Feida Zhu and
Jeffrey Yu},
title = {Quantification and Analysis of Scientific Language Variation Across
Research Fields},
booktitle = {2018 {IEEE} International Conference on Data Mining Workshops, {ICDM}
Workshops, Singapore, Singapore, November 17-20, 2018},
pages = {199--203},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ICDMW.2018.00037},
doi = {10.1109/ICDMW.2018.00037},
timestamp = {Thu, 14 Nov 2019 15:37:05 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhouCCZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/AhmadCW18,
author = {Wasi Uddin Ahmad and
Kai{-}Wei Chang and
Hongning Wang},
title = {Multi-Task Learning for Document Ranking and Query Suggestion},
booktitle = {6th International Conference on Learning Representations, {ICLR} 2018,
Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2018},
url = {https://openreview.net/forum?id=SJ1nzBeA-},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/AhmadCW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/FengGCT18,
author = {Lu Feng and
Mahsa Ghasemi and
Kai{-}Wei Chang and
Ufuk Topcu},
title = {Counterexamples for Robotic Planning Explained in Structured Language},
booktitle = {2018 {IEEE} International Conference on Robotics and Automation, {ICRA}
2018, Brisbane, Australia, May 21-25, 2018},
pages = {7292--7297},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ICRA.2018.8460945},
doi = {10.1109/ICRA.2018.8460945},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icra/FengGCT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ChenTCSZ18,
author = {Muhao Chen and
Yingtao Tian and
Kai{-}Wei Chang and
Steven Skiena and
Carlo Zaniolo},
editor = {J{\'{e}}r{\^{o}}me Lang},
title = {Co-training Embeddings of Knowledge Graphs and Entity Descriptions
for Cross-lingual Entity Alignment},
booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on
Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm,
Sweden},
pages = {3998--4004},
publisher = {ijcai.org},
year = {2018},
url = {https://doi.org/10.24963/ijcai.2018/556},
doi = {10.24963/IJCAI.2018/556},
timestamp = {Tue, 20 Aug 2019 16:19:08 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/ChenTCSZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lrec/AhmadC18,
author = {Wasi Uddin Ahmad and
Kai{-}Wei Chang},
editor = {Nicoletta Calzolari and
Khalid Choukri and
Christopher Cieri and
Thierry Declerck and
Sara Goggi and
K{\^{o}}iti Hasida and
Hitoshi Isahara and
Bente Maegaard and
Joseph Mariani and
H{\'{e}}l{\`{e}}ne Mazo and
Asunci{\'{o}}n Moreno and
Jan Odijk and
Stelios Piperidis and
Takenobu Tokunaga},
title = {A Corpus to Learn Refer-to-as Relations for Nominals},
booktitle = {Proceedings of the Eleventh International Conference on Language Resources
and Evaluation, {LREC} 2018, Miyazaki, Japan, May 7-12, 2018},
publisher = {European Language Resources Association {(ELRA)}},
year = {2018},
url = {http://www.lrec-conf.org/proceedings/lrec2018/summaries/328.html},
timestamp = {Mon, 19 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/lrec/AhmadC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lrec/PreumPCS18,
author = {Sarah Masud Preum and
Md. Rizwan Parvez and
Kai{-}Wei Chang and
John A. Stankovic},
editor = {Nicoletta Calzolari and
Khalid Choukri and
Christopher Cieri and
Thierry Declerck and
Sara Goggi and
K{\^{o}}iti Hasida and
Hitoshi Isahara and
Bente Maegaard and
Joseph Mariani and
H{\'{e}}l{\`{e}}ne Mazo and
Asunci{\'{o}}n Moreno and
Jan Odijk and
Stelios Piperidis and
Takenobu Tokunaga},
title = {A Corpus of Drug Usage Guidelines Annotated with Type of Advice},
booktitle = {Proceedings of the Eleventh International Conference on Language Resources
and Evaluation, {LREC} 2018, Miyazaki, Japan, May 7-12, 2018},
publisher = {European Language Resources Association {(ELRA)}},
year = {2018},
url = {http://www.lrec-conf.org/proceedings/lrec2018/summaries/426.html},
timestamp = {Mon, 19 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/lrec/PreumPCS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/ZhaoWYOC18,
author = {Jieyu Zhao and
Tianlu Wang and
Mark Yatskar and
Vicente Ordonez and
Kai{-}Wei Chang},
editor = {Marilyn A. Walker and
Heng Ji and
Amanda Stent},
title = {Gender Bias in Coreference Resolution: Evaluation and Debiasing Methods},
booktitle = {Proceedings of the 2018 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
NAACL-HLT, New Orleans, Louisiana, USA, June 1-6, 2018, Volume 2 (Short
Papers)},
pages = {15--20},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://doi.org/10.18653/v1/n18-2003},
doi = {10.18653/V1/N18-2003},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/ZhaoWYOC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/JiangYHC18,
author = {Chao Jiang and
Hsiang{-}Fu Yu and
Cho{-}Jui Hsieh and
Kai{-}Wei Chang},
editor = {Marilyn A. Walker and
Heng Ji and
Amanda Stent},
title = {Learning Word Embeddings for Low-Resource Languages by {PU} Learning},
booktitle = {Proceedings of the 2018 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL-HLT} 2018, New Orleans, Louisiana, USA, June 1-6, 2018, Volume
1 (Long Papers)},
pages = {1024--1034},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://doi.org/10.18653/v1/n18-1093},
doi = {10.18653/V1/N18-1093},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/JiangYHC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/AhmadCW18,
author = {Wasi Uddin Ahmad and
Kai{-}Wei Chang and
Hongning Wang},
editor = {Kevyn Collins{-}Thompson and
Qiaozhu Mei and
Brian D. Davison and
Yiqun Liu and
Emine Yilmaz},
title = {Intent-aware Query Obfuscation for Privacy Protection in Personalized
Web Search},
booktitle = {The 41st International {ACM} {SIGIR} Conference on Research {\&}
Development in Information Retrieval, {SIGIR} 2018, Ann Arbor, MI,
USA, July 08-12, 2018},
pages = {285--294},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3209978.3209983},
doi = {10.1145/3209978.3209983},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/AhmadCW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-08966,
author = {Lu Feng and
Mahsa Ghasemi and
Kai{-}Wei Chang and
Ufuk Topcu},
title = {Counterexamples for Robotic Planning Explained in Structured Language},
journal = {CoRR},
volume = {abs/1803.08966},
year = {2018},
url = {http://arxiv.org/abs/1803.08966},
eprinttype = {arXiv},
eprint = {1803.08966},
timestamp = {Wed, 06 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-08966.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-06876,
author = {Jieyu Zhao and
Tianlu Wang and
Mark Yatskar and
Vicente Ordonez and
Kai{-}Wei Chang},
title = {Gender Bias in Coreference Resolution: Evaluation and Debiasing Methods},
journal = {CoRR},
volume = {abs/1804.06876},
year = {2018},
url = {http://arxiv.org/abs/1804.06876},
eprinttype = {arXiv},
eprint = {1804.06876},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-06876.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-07911,
author = {Wasi Uddin Ahmad and
Xueying Bai and
Zhechao Huang and
Chao Jiang and
Nanyun Peng and
Kai{-}Wei Chang},
title = {Multi-task Learning for Universal Sentence Representations: What Syntactic
and Semantic Information is Captured?},
journal = {CoRR},
volume = {abs/1804.07911},
year = {2018},
url = {http://arxiv.org/abs/1804.07911},
eprinttype = {arXiv},
eprint = {1804.07911},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-07911.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-07998,
author = {Moustafa Alzantot and
Yash Sharma and
Ahmed Elgohary and
Bo{-}Jhang Ho and
Mani B. Srivastava and
Kai{-}Wei Chang},
title = {Generating Natural Language Adversarial Examples},
journal = {CoRR},
volume = {abs/1804.07998},
year = {2018},
url = {http://arxiv.org/abs/1804.07998},
eprinttype = {arXiv},
eprint = {1804.07998},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-07998.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-03366,
author = {Chao Jiang and
Hsiang{-}Fu Yu and
Cho{-}Jui Hsieh and
Kai{-}Wei Chang},
title = {LearningWord Embeddings for Low-resource Languages by {PU} Learning},
journal = {CoRR},
volume = {abs/1805.03366},
year = {2018},
url = {http://arxiv.org/abs/1805.03366},
eprinttype = {arXiv},
eprint = {1805.03366},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-03366.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-04836,
author = {Md. Rizwan Parvez and
Saikat Chakraborty and
Baishakhi Ray and
Kai{-}Wei Chang},
title = {Building Language Models for Text with Named Entities},
journal = {CoRR},
volume = {abs/1805.04836},
year = {2018},
url = {http://arxiv.org/abs/1805.04836},
eprinttype = {arXiv},
eprint = {1805.04836},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-04836.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-06478,
author = {Muhao Chen and
Yingtao Tian and
Kai{-}Wei Chang and
Steven Skiena and
Carlo Zaniolo},
title = {Co-training Embeddings of Knowledge Graphs and Entity Descriptions
for Cross-lingual Entity Alignment},
journal = {CoRR},
volume = {abs/1806.06478},
year = {2018},
url = {http://arxiv.org/abs/1806.06478},
eprinttype = {arXiv},
eprint = {1806.06478},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-06478.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-03726,
author = {Muhao Chen and
Yingtao Tian and
Haochen Chen and
Kai{-}Wei Chang and
Steven Skiena and
Carlo Zaniolo},
title = {Learning to Represent Bilingual Dictionaries},
journal = {CoRR},
volume = {abs/1808.03726},
year = {2018},
url = {http://arxiv.org/abs/1808.03726},
eprinttype = {arXiv},
eprint = {1808.03726},
timestamp = {Sun, 02 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-03726.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-08270,
author = {Md. Rizwan Parvez and
Tolga Bolukbasi and
Kai{-}Wei Chang and
Venkatesh Sarigrama},
title = {Building a Robust Text Classifier on a Test-Time Budget},
journal = {CoRR},
volume = {abs/1808.08270},
year = {2018},
url = {http://arxiv.org/abs/1808.08270},
eprinttype = {arXiv},
eprint = {1808.08270},
timestamp = {Mon, 03 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-08270.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-01496,
author = {Jieyu Zhao and
Yichao Zhou and
Zeyu Li and
Wei Wang and
Kai{-}Wei Chang},
title = {Learning Gender-Neutral Word Embeddings},
journal = {CoRR},
volume = {abs/1809.01496},
year = {2018},
url = {http://arxiv.org/abs/1809.01496},
eprinttype = {arXiv},
eprint = {1809.01496},
timestamp = {Tue, 07 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-01496.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-00681,
author = {Wasi Uddin Ahmad and
Xueying Bai and
Nanyun Peng and
Kai{-}Wei Chang},
title = {Learning Robust, Transferable Sentence Representations for Text Classification},
journal = {CoRR},
volume = {abs/1810.00681},
year = {2018},
url = {http://arxiv.org/abs/1810.00681},
eprinttype = {arXiv},
eprint = {1810.00681},
timestamp = {Tue, 30 Oct 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-00681.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-00570,
author = {Wasi Uddin Ahmad and
Zhisong Zhang and
Xuezhe Ma and
Eduard H. Hovy and
Kai{-}Wei Chang and
Nanyun Peng},
title = {Near or Far, Wide Range Zero-Shot Cross-Lingual Dependency Parsing},
journal = {CoRR},
volume = {abs/1811.00570},
year = {2018},
url = {http://arxiv.org/abs/1811.00570},
eprinttype = {arXiv},
eprint = {1811.00570},
timestamp = {Thu, 22 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-00570.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-08489,
author = {Tianlu Wang and
Jieyu Zhao and
Mark Yatskar and
Kai{-}Wei Chang and
Vicente Ordonez},
title = {Adversarial Removal of Gender from Deep Image Representations},
journal = {CoRR},
volume = {abs/1811.08489},
year = {2018},
url = {http://arxiv.org/abs/1811.08489},
eprinttype = {arXiv},
eprint = {1811.08489},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-08489.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-01250,
author = {Pei Zhou and
Muhao Chen and
Kai{-}Wei Chang and
Carlo Zaniolo},
title = {Quantification and Analysis of Scientific Language Variation Across
Research Fields},
journal = {CoRR},
volume = {abs/1812.01250},
year = {2018},
url = {http://arxiv.org/abs/1812.01250},
eprinttype = {arXiv},
eprint = {1812.01250},
timestamp = {Tue, 01 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-01250.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ArnoldCK17,
author = {Kenneth Charles Arnold and
Kai{-}Wei Chang and
Adam Tauman Kalai},
title = {Learning to Suggest Phrases},
booktitle = {The Workshops of the The Thirty-First {AAAI} Conference on Artificial
Intelligence, Saturday, February 4-9, 2017, San Francisco, California,
{USA}},
series = {{AAAI} Technical Report},
volume = {{WS-17}},
publisher = {{AAAI} Press},
year = {2017},
url = {http://aaai.org/ocs/index.php/WS/AAAIW17/paper/view/15120},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ArnoldCK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/BolukbasiCWS17,
author = {Tolga Bolukbasi and
Kai{-}Wei Chang and
Joseph Wang and
Venkatesh Saligrama},
editor = {Satinder Singh and
Shaul Markovitch},
title = {Resource Constrained Structured Prediction},
booktitle = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence,
February 4-9, 2017, San Francisco, California, {USA}},
pages = {1756--1762},
publisher = {{AAAI} Press},
year = {2017},
url = {https://doi.org/10.1609/aaai.v31i1.10917},
doi = {10.1609/AAAI.V31I1.10917},
timestamp = {Mon, 04 Sep 2023 14:40:32 +0200},
biburl = {https://dblp.org/rec/conf/aaai/BolukbasiCWS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ZhaoWYOC17,
author = {Jieyu Zhao and
Tianlu Wang and
Mark Yatskar and
Vicente Ordonez and
Kai{-}Wei Chang},
editor = {Martha Palmer and
Rebecca Hwa and
Sebastian Riedel},
title = {Men Also Like Shopping: Reducing Gender Bias Amplification using Corpus-level
Constraints},
booktitle = {Proceedings of the 2017 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2017, Copenhagen, Denmark, September
9-11, 2017},
pages = {2979--2989},
publisher = {Association for Computational Linguistics},
year = {2017},
url = {https://doi.org/10.18653/v1/d17-1323},
doi = {10.18653/V1/D17-1323},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/ZhaoWYOC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnlp/ArnoldCK17,
author = {Kenneth C. Arnold and
Kai{-}Wei Chang and
Adam Kalai},
editor = {Greg Kondrak and
Taro Watanabe},
title = {Counterfactual Language Model Adaptation for Suggesting Phrases},
booktitle = {Proceedings of the Eighth International Joint Conference on Natural
Language Processing, {IJCNLP} 2017, Taipei, Taiwan, November 27 -
December 1, 2017, Volume 2: Short Papers},
pages = {49--54},
publisher = {Asian Federation of Natural Language Processing},
year = {2017},
url = {https://aclanthology.org/I17-2009/},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnlp/ArnoldCK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rep4nlp/UpadhyayCTKZ17,
author = {Shyam Upadhyay and
Kai{-}Wei Chang and
Matt Taddy and
Adam Kalai and
James Y. Zou},
editor = {Phil Blunsom and
Antoine Bordes and
Kyunghyun Cho and
Shay B. Cohen and
Chris Dyer and
Edward Grefenstette and
Karl Moritz Hermann and
Laura Rimell and
Jason Weston and
Scott Yih},
title = {Beyond Bilingual: Multi-sense Word Embeddings using Multilingual Context},
booktitle = {Proceedings of the 2nd Workshop on Representation Learning for NLP,
Rep4NLP@ACL 2017, Vancouver, Canada, August 3, 2017},
pages = {101--110},
publisher = {Association for Computational Linguistics},
year = {2017},
url = {https://doi.org/10.18653/v1/w17-2613},
doi = {10.18653/V1/W17-2613},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/rep4nlp/UpadhyayCTKZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/emnlp/2017spnlp,
editor = {Kai{-}Wei Chang and
Ming{-}Wei Chang and
Vivek Srikumar and
Alexander M. Rush},
title = {Proceedings of the 2nd Workshop on Structured Prediction for Natural
Language Processing, SPNLP@EMNLP, Copenhagen, Denmark, September 2017},
publisher = {Association for Computational Linguistics},
year = {2017},
url = {https://aclanthology.org/volumes/W17-43/},
isbn = {978-1-945626-93-7},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/2017spnlp.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/UpadhyayCTKZ17,
author = {Shyam Upadhyay and
Kai{-}Wei Chang and
Matt Taddy and
Adam Tauman Kalai and
James Y. Zou},
title = {Beyond Bilingual: Multi-sense Word Embeddings using Multilingual Context},
journal = {CoRR},
volume = {abs/1706.08160},
year = {2017},
url = {http://arxiv.org/abs/1706.08160},
eprinttype = {arXiv},
eprint = {1706.08160},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/UpadhyayCTKZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhaoWYOC17,
author = {Jieyu Zhao and
Tianlu Wang and
Mark Yatskar and
Vicente Ordonez and
Kai{-}Wei Chang},
title = {Men Also Like Shopping: Reducing Gender Bias Amplification using Corpus-level
Constraints},
journal = {CoRR},
volume = {abs/1707.09457},
year = {2017},
url = {http://arxiv.org/abs/1707.09457},
eprinttype = {arXiv},
eprint = {1707.09457},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ZhaoWYOC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-01799,
author = {Kenneth C. Arnold and
Kai{-}Wei Chang and
Adam Tauman Kalai},
title = {Counterfactual Language Model Adaptation for Suggesting Phrases},
journal = {CoRR},
volume = {abs/1710.01799},
year = {2017},
url = {http://arxiv.org/abs/1710.01799},
eprinttype = {arXiv},
eprint = {1710.01799},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1710-01799.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/UpadhyayCCY16,
author = {Shyam Upadhyay and
Ming{-}Wei Chang and
Kai{-}Wei Chang and
Wen{-}tau Yih},
editor = {Jian Su and
Xavier Carreras and
Kevin Duh},
title = {Learning from Explicit and Implicit Supervision Jointly For Algebra
Word Problems},
booktitle = {Proceedings of the 2016 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2016, Austin, Texas, USA, November 1-4,
2016},
pages = {297--306},
publisher = {The Association for Computational Linguistics},
year = {2016},
url = {https://doi.org/10.18653/v1/d16-1029},
doi = {10.18653/V1/D16-1029},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/UpadhyayCCY16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChangHRDL16,
author = {Kai{-}Wei Chang and
He He and
St{\'{e}}phane Ross and
Hal Daum{\'{e}} III and
John Langford},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {A Credit Assignment Compiler for Joint Prediction},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {1705--1713},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/8d6dc35e506fc23349dd10ee68dabb64-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/ChangHRDL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BolukbasiCZSK16,
author = {Tolga Bolukbasi and
Kai{-}Wei Chang and
James Y. Zou and
Venkatesh Saligrama and
Adam Tauman Kalai},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Man is to Computer Programmer as Woman is to Homemaker? Debiasing
Word Embeddings},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {4349--4357},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/a486cd07e4ac3d270571622f4f316ec5-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/BolukbasiCZSK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/emnlp/2016spnlp,
editor = {Kai{-}Wei Chang and
Ming{-}Wei Chang and
Alexander M. Rush and
Vivek Srikumar},
title = {Proceedings of the Workshop on Structured Prediction for NLP@EMNLP
2016, Austin, TX, USA, November 5, 2016},
publisher = {Association for Computational Linguistics},
year = {2016},
url = {https://aclanthology.org/volumes/W16-59/},
isbn = {978-1-945626-29-6},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/2016spnlp.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BolukbasiCWS16,
author = {Tolga Bolukbasi and
Kai{-}Wei Chang and
Joseph Wang and
Venkatesh Saligrama},
title = {Structured Prediction with Test-time Budget Constraints},
journal = {CoRR},
volume = {abs/1602.08761},
year = {2016},
url = {http://arxiv.org/abs/1602.08761},
eprinttype = {arXiv},
eprint = {1602.08761},
timestamp = {Sun, 02 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BolukbasiCWS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BolukbasiCZSK16,
author = {Tolga Bolukbasi and
Kai{-}Wei Chang and
James Y. Zou and
Venkatesh Saligrama and
Adam Tauman Kalai},
title = {Quantifying and Reducing Stereotypes in Word Embeddings},
journal = {CoRR},
volume = {abs/1606.06121},
year = {2016},
url = {http://arxiv.org/abs/1606.06121},
eprinttype = {arXiv},
eprint = {1606.06121},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BolukbasiCZSK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BolukbasiCZSK16a,
author = {Tolga Bolukbasi and
Kai{-}Wei Chang and
James Y. Zou and
Venkatesh Saligrama and
Adam Kalai},
title = {Man is to Computer Programmer as Woman is to Homemaker? Debiasing
Word Embeddings},
journal = {CoRR},
volume = {abs/1607.06520},
year = {2016},
url = {http://arxiv.org/abs/1607.06520},
eprinttype = {arXiv},
eprint = {1607.06520},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BolukbasiCZSK16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/us/Chang15c,
author = {Kai{-}Wei Chang},
title = {Selective algorithms for large-scale classification and structured
learning},
school = {University of Illinois Urbana-Champaign, {USA}},
year = {2015},
url = {https://hdl.handle.net/2142/78437},
timestamp = {Thu, 03 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/us/Chang15c.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ChangUKR15,
author = {Kai{-}Wei Chang and
Shyam Upadhyay and
Gourab Kundu and
Dan Roth},
editor = {Blai Bonet and
Sven Koenig},
title = {Structural Learning with Amortized Inference},
booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
January 25-30, 2015, Austin, Texas, {USA}},
pages = {2525--2531},
publisher = {{AAAI} Press},
year = {2015},
url = {https://doi.org/10.1609/aaai.v29i1.9535},
doi = {10.1609/AAAI.V29I1.9535},
timestamp = {Mon, 18 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ChangUKR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/conll/PengCR15,
author = {Haoruo Peng and
Kai{-}Wei Chang and
Dan Roth},
editor = {Afra Alishahi and
Alessandro Moschitti},
title = {A Joint Framework for Coreference Resolution and Mention Head Detection},
booktitle = {Proceedings of the 19th Conference on Computational Natural Language
Learning, CoNLL 2015, Beijing, China, July 30-31, 2015},
pages = {12--21},
publisher = {{ACL}},
year = {2015},
url = {https://doi.org/10.18653/v1/k15-1002},
doi = {10.18653/V1/K15-1002},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/conll/PengCR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gcce/LinLCH15,
author = {Shu{-}Yen Lin and
Jin{-}Yi Lin and
Kai{-}Wei Chang and
Cheng{-}Hung Huang},
title = {Real-time data compression for thermal-controlled three-dimensional
{DRAM} systems},
booktitle = {{IEEE} 4th Global Conference on Consumer Electronics, {GCCE} 2015,
Osaka, Japan, 27-30 October 2015},
pages = {48--49},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/GCCE.2015.7398609},
doi = {10.1109/GCCE.2015.7398609},
timestamp = {Wed, 16 Oct 2019 14:14:56 +0200},
biburl = {https://dblp.org/rec/conf/gcce/LinLCH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChangKADL15,
author = {Kai{-}Wei Chang and
Akshay Krishnamurthy and
Alekh Agarwal and
Hal Daum{\'{e}} III and
John Langford},
editor = {Francis R. Bach and
David M. Blei},
title = {Learning to Search Better than Your Teacher},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {2058--2066},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/changb15.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChangKADL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/DaumeLCHR15,
author = {Hal Daum{\'{e}} III and
John Langford and
Kai{-}Wei Chang and
He He and
Sudha Rao},
editor = {Rada Mihalcea and
Joyce Yue Chai and
Anoop Sarkar},
title = {Hands-on Learning to Search for Structured Prediction},
booktitle = {{NAACL} {HLT} 2015, The 2015 Conference of the North American Chapter
of the Association for Computational Linguistics: Human Language Technologies,
Denver, Colorado, USA, May 31 - June 5, 2015},
pages = {1},
publisher = {The Association for Computational Linguistics},
year = {2015},
url = {https://doi.org/10.3115/v1/n15-4001},
doi = {10.3115/V1/N15-4001},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/DaumeLCHR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChangKADL15,
author = {Kai{-}Wei Chang and
Akshay Krishnamurthy and
Alekh Agarwal and
Hal Daum{\'{e}} III and
John Langford},
title = {Learning to Search Better Than Your Teacher},
journal = {CoRR},
volume = {abs/1502.02206},
year = {2015},
url = {http://arxiv.org/abs/1502.02206},
eprinttype = {arXiv},
eprint = {1502.02206},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChangKADL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChangHDL15,
author = {Kai{-}Wei Chang and
He He and
Hal Daum{\'{e}} III and
John Langford},
title = {Learning to Search for Dependencies},
journal = {CoRR},
volume = {abs/1503.05615},
year = {2015},
url = {http://arxiv.org/abs/1503.05615},
eprinttype = {arXiv},
eprint = {1503.05615},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChangHDL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LeeCUR15,
author = {Ching{-}Pei Lee and
Kai{-}Wei Chang and
Shyam Upadhyay and
Dan Roth},
title = {Distributed Training of Structured {SVM}},
journal = {CoRR},
volume = {abs/1506.02620},
year = {2015},
url = {http://arxiv.org/abs/1506.02620},
eprinttype = {arXiv},
eprint = {1506.02620},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LeeCUR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChangUCSR15,
author = {Kai{-}Wei Chang and
Shyam Upadhyay and
Ming{-}Wei Chang and
Vivek Srikumar and
Dan Roth},
title = {IllinoisSL: {A} {JAVA} Library for Structured Prediction},
journal = {CoRR},
volume = {abs/1509.07179},
year = {2015},
url = {http://arxiv.org/abs/1509.07179},
eprinttype = {arXiv},
eprint = {1509.07179},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChangUCSR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/conll/RozovskayaCSRH14,
author = {Alla Rozovskaya and
Kai{-}Wei Chang and
Mark Sammons and
Dan Roth and
Nizar Habash},
editor = {Hwee Tou Ng and
Siew Mei Wu and
Ted Briscoe and
Christian Hadiwinoto and
Raymond Hendy Susanto and
Christopher Bryant},
title = {The Illinois-Columbia System in the CoNLL-2014 Shared Task},
booktitle = {Proceedings of the Eighteenth Conference on Computational Natural
Language Learning: Shared Task, CoNLL 2014, Baltimore, Maryland, USA,
June 26-27, 2014},
pages = {34--42},
publisher = {{ACL}},
year = {2014},
url = {https://doi.org/10.3115/v1/w14-1704},
doi = {10.3115/V1/W14-1704},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/conll/RozovskayaCSRH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ChangYYM14,
author = {Kai{-}Wei Chang and
Wen{-}tau Yih and
Bishan Yang and
Christopher Meek},
editor = {Alessandro Moschitti and
Bo Pang and
Walter Daelemans},
title = {Typed Tensor Decomposition of Knowledge Bases for Relation Extraction},
booktitle = {Proceedings of the 2014 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2014, October 25-29, 2014, Doha, Qatar,
{A} meeting of SIGDAT, a Special Interest Group of the {ACL}},
pages = {1568--1579},
publisher = {{ACL}},
year = {2014},
url = {https://doi.org/10.3115/v1/d14-1165},
doi = {10.3115/V1/D14-1165},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/ChangYYM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SamdaniCR14,
author = {Rajhans Samdani and
Kai{-}Wei Chang and
Dan Roth},
title = {A Discriminative Latent Variable Model for Online Clustering},
booktitle = {Proceedings of the 31th International Conference on Machine Learning,
{ICML} 2014, Beijing, China, 21-26 June 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {32},
pages = {1--9},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v32/samdani14.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/SamdaniCR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/conll/RozovskayaCSR13,
author = {Alla Rozovskaya and
Kai{-}Wei Chang and
Mark Sammons and
Dan Roth},
editor = {Hwee Tou Ng and
Joel R. Tetreault and
Siew Mei Wu and
Yuanbin Wu and
Christian Hadiwinoto},
title = {The University of Illinois System in the CoNLL-2013 Shared Task},
booktitle = {Proceedings of the Seventeenth Conference on Computational Natural
Language Learning: Shared Task, CoNLL 2013, Sofia, Bulgaria, August
8-9, 2013},
pages = {13--19},
publisher = {{ACL}},
year = {2013},
url = {https://aclanthology.org/W13-3602/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/conll/RozovskayaCSR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ChangSR13,
author = {Kai{-}Wei Chang and
Rajhans Samdani and
Dan Roth},
title = {A Constrained Latent Variable Model for Coreference Resolution},
booktitle = {Proceedings of the 2013 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2013, 18-21 October 2013, Grand Hyatt
Seattle, Seattle, Washington, USA, {A} meeting of SIGDAT, a Special
Interest Group of the {ACL}},
pages = {601--612},
publisher = {{ACL}},
year = {2013},
url = {https://aclanthology.org/D13-1057/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/ChangSR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ChangYM13,
author = {Kai{-}Wei Chang and
Wen{-}tau Yih and
Christopher Meek},
title = {Multi-Relational Latent Semantic Analysis},
booktitle = {Proceedings of the 2013 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2013, 18-21 October 2013, Grand Hyatt
Seattle, Seattle, Washington, USA, {A} meeting of SIGDAT, a Special
Interest Group of the {ACL}},
pages = {1602--1612},
publisher = {{ACL}},
year = {2013},
url = {https://aclanthology.org/D13-1167/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/ChangYM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ChangSK13,
author = {Kai{-}Wei Chang and
S. Sundararajan and
S. Sathiya Keerthi},
editor = {Hendrik Blockeel and
Kristian Kersting and
Siegfried Nijssen and
Filip Zelezn{\'{y}}},
title = {Tractable Semi-supervised Learning of Complex Structured Prediction
Models},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2013, Prague, Czech Republic, September 23-27, 2013,
Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {8190},
pages = {176--191},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40994-3\_12},
doi = {10.1007/978-3-642-40994-3\_12},
timestamp = {Tue, 21 Mar 2023 21:00:11 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/ChangSK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ChangSR13,
author = {Kai{-}Wei Chang and
Vivek Srikumar and
Dan Roth},
editor = {Hendrik Blockeel and
Kristian Kersting and
Siegfried Nijssen and
Filip Zelezn{\'{y}}},
title = {Multi-core Structural {SVM} Training},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2013, Prague, Czech Republic, September 23-27, 2013,
Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {8189},
pages = {401--416},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40991-2\_26},
doi = {10.1007/978-3-642-40991-2\_26},
timestamp = {Tue, 21 Mar 2023 21:00:11 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/ChangSR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tac/ChengCSCFSWRWR13,
author = {Xiao Cheng and
Bingling Chen and
Rajhans Samdani and
Kai{-}Wei Chang and
Zhiye Fei and
Mark Sammons and
John Wieting and
Subhro Roy and
Chizheng Wang and
Dan Roth},
title = {Illinois Cognitive Computation Group {UI-CCG} {TAC} 2013 Entity Linking
and Slot Filler Validation Systems},
booktitle = {Proceedings of the Sixth Text Analysis Conference, {TAC} 2013, Gaithersburg,
Maryland, USA, November 18-19, 2013},
publisher = {{NIST}},
year = {2013},
url = {https://tac.nist.gov/publications/2013/participant.papers/UI\_CCG.TAC2013.proceedings.pdf},
timestamp = {Tue, 20 Aug 2019 13:25:17 +0200},
biburl = {https://dblp.org/rec/conf/tac/ChengCSCFSWRWR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/YuHCL12,
author = {Hsiang{-}Fu Yu and
Cho{-}Jui Hsieh and
Kai{-}Wei Chang and
Chih{-}Jen Lin},
title = {Large Linear Classification When Data Cannot Fit in Memory},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {5},
number = {4},
pages = {23:1--23:23},
year = {2012},
url = {https://doi.org/10.1145/2086737.2086743},
doi = {10.1145/2086737.2086743},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/YuHCL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/conll/ChangSRSR12,
author = {Kai{-}Wei Chang and
Rajhans Samdani and
Alla Rozovskaya and
Mark Sammons and
Dan Roth},
editor = {Sameer Pradhan and
Alessandro Moschitti and
Nianwen Xue},
title = {Illinois-Coref: The {UI} System in the CoNLL-2012 Shared Task},
booktitle = {Joint Conference on Empirical Methods in Natural Language Processing
and Computational Natural Language Learning - Proceedings of the Shared
Task: Modeling Multilingual Unrestricted Coreference in OntoNotes,
EMNLP-CoNLL 2012, July 13, 2012, Jeju Island, Korea},
pages = {113--117},
publisher = {{ACL}},
year = {2012},
url = {https://aclanthology.org/W12-4513/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/conll/ChangSRSR12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ChangDHR12,
author = {Kai{-}Wei Chang and
Biplab Deka and
Wen{-}mei W. Hwu and
Dan Roth},
editor = {Mohammed Javeed Zaki and
Arno Siebes and
Jeffrey Xu Yu and
Bart Goethals and
Geoffrey I. Webb and
Xindong Wu},
title = {Efficient Pattern-Based Time Series Classification on {GPU}},
booktitle = {12th {IEEE} International Conference on Data Mining, {ICDM} 2012,
Brussels, Belgium, December 10-13, 2012},
pages = {131--140},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/ICDM.2012.132},
doi = {10.1109/ICDM.2012.132},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ChangDHR12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcamd/TsaiCC11,
author = {Tsung{-}Ying Tsai and
Kai{-}Wei Chang and
Calvin Yu{-}Chian Chen},
title = {iScreen: world's first cloud-computing web server for virtual screening
and de novo drug design based on {TCM} database@Taiwan},
journal = {J. Comput. Aided Mol. Des.},
volume = {25},
number = {6},
pages = {525--531},
year = {2011},
url = {https://doi.org/10.1007/s10822-011-9438-9},
doi = {10.1007/S10822-011-9438-9},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcamd/TsaiCC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/conll/ChangSRRSR11,
author = {Kai{-}Wei Chang and
Rajhans Samdani and
Alla Rozovskaya and
Nick Rizzolo and
Mark Sammons and
Dan Roth},
editor = {Sameer Pradhan and
Mitchell P. Marcus and
Martha Palmer and
Lance A. Ramshaw and
Ralph M. Weischedel and
Nianwen Xue},
title = {Inference Protocols for Coreference Resolution},
booktitle = {Proceedings of the Fifteenth Conference on Computational Natural Language
Learning: Shared Task, CoNLL 2011, Portland, Oregon, USA, June 23-24,
2011},
pages = {40--44},
publisher = {{ACL}},
year = {2011},
url = {https://aclanthology.org/W11-1904/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/conll/ChangSRRSR11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/YuHCL11,
author = {Hsiang{-}Fu Yu and
Cho{-}Jui Hsieh and
Kai{-}Wei Chang and
Chih{-}Jen Lin},
editor = {Toby Walsh},
title = {Large Linear Classification When Data Cannot Fit in Memory},
booktitle = {{IJCAI} 2011, Proceedings of the 22nd International Joint Conference
on Artificial Intelligence, Barcelona, Catalonia, Spain, July 16-22,
2011},
pages = {2777--2782},
publisher = {{IJCAI/AAAI}},
year = {2011},
url = {https://doi.org/10.5591/978-1-57735-516-8/IJCAI11-462},
doi = {10.5591/978-1-57735-516-8/IJCAI11-462},
timestamp = {Tue, 20 Aug 2019 16:16:04 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/YuHCL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ChangR11,
author = {Kai{-}Wei Chang and
Dan Roth},
editor = {Chid Apt{\'{e}} and
Joydeep Ghosh and
Padhraic Smyth},
title = {Selective block minimization for faster convergence of limited memory
large-scale linear models},
booktitle = {Proceedings of the 17th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Diego, CA, USA, August 21-24,
2011},
pages = {699--707},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2020408.2020517},
doi = {10.1145/2020408.2020517},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ChangR11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HuangHCL10,
author = {Fang{-}Lan Huang and
Cho{-}Jui Hsieh and
Kai{-}Wei Chang and
Chih{-}Jen Lin},
title = {Iterative Scaling and Coordinate Descent Methods for Maximum Entropy
Models},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {815--848},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1756033},
doi = {10.5555/1756006.1756033},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HuangHCL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ChangHCRL10,
author = {Yin{-}Wen Chang and
Cho{-}Jui Hsieh and
Kai{-}Wei Chang and
Michael Ringgaard and
Chih{-}Jen Lin},
title = {Training and Testing Low-degree Polynomial Data Mappings via Linear
{SVM}},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {1471--1490},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1859899},
doi = {10.5555/1756006.1859899},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ChangHCRL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/YuanCHL10,
author = {Guo{-}Xun Yuan and
Kai{-}Wei Chang and
Cho{-}Jui Hsieh and
Chih{-}Jen Lin},
title = {A Comparison of Optimization Methods and Software for Large-scale
L1-regularized Linear Classification},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {3183--3234},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1953034},
doi = {10.5555/1756006.1953034},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/YuanCHL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/YuHCL10,
author = {Hsiang{-}Fu Yu and
Cho{-}Jui Hsieh and
Kai{-}Wei Chang and
Chih{-}Jen Lin},
editor = {Bharat Rao and
Balaji Krishnapuram and
Andrew Tomkins and
Qiang Yang},
title = {Large linear classification when data cannot fit in memory},
booktitle = {Proceedings of the 16th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Washington, DC, USA, July 25-28,
2010},
pages = {833--842},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1835804.1835910},
doi = {10.1145/1835804.1835910},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/YuHCL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/HuangHCL09,
author = {Fang{-}Lan Huang and
Cho{-}Jui Hsieh and
Kai{-}Wei Chang and
Chih{-}Jen Lin},
title = {Iterative Scaling and Coordinate Descent Methods for Maximum Entropy},
booktitle = {{ACL} 2009, Proceedings of the 47th Annual Meeting of the Association
for Computational Linguistics and the 4th International Joint Conference
on Natural Language Processing of the AFNLP, 2-7 August 2009, Singapore,
Short Papers},
pages = {285--288},
publisher = {The Association for Computer Linguistics},
year = {2009},
url = {https://aclanthology.org/P09-2072/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/HuangHCL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/LoCCCFHKKLLWYLLL09,
author = {Hung{-}Yi Lo and
Kai{-}Wei Chang and
Shang{-}Tse Chen and
Tsung{-}Hsien Chiang and
Chun{-}Sung Ferng and
Cho{-}Jui Hsieh and
Yi{-}Kuang Ko and
Tsung{-}Ting Kuo and
Hung{-}Che Lai and
Ken{-}Yi Lin and
Chia{-}Hsuan Wang and
Hsiang{-}Fu Yu and
Chih{-}Jen Lin and
Hsuan{-}Tien Lin and
Shou{-}De Lin},
editor = {Gideon Dror and
Marc Boull{\'{e}} and
Isabelle Guyon and
Vincent Lemaire and
David Vogel},
title = {An Ensemble of Three Classifiers for {KDD} Cup 2009: Expanded Linear
Model, Heterogeneous Boosting, and Selective Naive Bayes},
booktitle = {Proceedings of KDD-Cup 2009 competition, Paris, France, June 28, 2009},
series = {{JMLR} Proceedings},
volume = {7},
pages = {57--64},
publisher = {JMLR.org},
year = {2009},
url = {http://proceedings.mlr.press/v7/lo09.html},
timestamp = {Wed, 02 Sep 2020 16:33:16 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/LoCCCFHKKLLWYLLL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ChangHL08,
author = {Kai{-}Wei Chang and
Cho{-}Jui Hsieh and
Chih{-}Jen Lin},
title = {Coordinate Descent Method for Large-scale L2-loss Linear Support Vector
Machines},
journal = {J. Mach. Learn. Res.},
volume = {9},
pages = {1369--1398},
year = {2008},
url = {https://dl.acm.org/doi/10.5555/1390681.1442778},
doi = {10.5555/1390681.1442778},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ChangHL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/FanCHWL08,
author = {Rong{-}En Fan and
Kai{-}Wei Chang and
Cho{-}Jui Hsieh and
Xiang{-}Rui Wang and
Chih{-}Jen Lin},
title = {{LIBLINEAR:} {A} Library for Large Linear Classification},
journal = {J. Mach. Learn. Res.},
volume = {9},
pages = {1871--1874},
year = {2008},
url = {https://dl.acm.org/doi/10.5555/1390681.1442794},
doi = {10.5555/1390681.1442794},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/FanCHWL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HsiehCLKS08,
author = {Cho{-}Jui Hsieh and
Kai{-}Wei Chang and
Chih{-}Jen Lin and
S. Sathiya Keerthi and
S. Sundararajan},
editor = {William W. Cohen and
Andrew McCallum and
Sam T. Roweis},
title = {A dual coordinate descent method for large-scale linear {SVM}},
booktitle = {Machine Learning, Proceedings of the Twenty-Fifth International Conference
{(ICML} 2008), Helsinki, Finland, June 5-9, 2008},
series = {{ACM} International Conference Proceeding Series},
volume = {307},
pages = {408--415},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1390156.1390208},
doi = {10.1145/1390156.1390208},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/HsiehCLKS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/KeerthiSCHL08,
author = {S. Sathiya Keerthi and
S. Sundararajan and
Kai{-}Wei Chang and
Cho{-}Jui Hsieh and
Chih{-}Jen Lin},
editor = {Ying Li and
Bing Liu and
Sunita Sarawagi},
title = {A sequential dual method for large scale multi-class linear svms},
booktitle = {Proceedings of the 14th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Las Vegas, Nevada, USA, August
24-27, 2008},
pages = {408--416},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1401890.1401942},
doi = {10.1145/1401890.1401942},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/KeerthiSCHL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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