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ORCIDWilliam Yang Wang
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- affiliation: University of California, Santa Barbara, USA
- affiliation (former): Carnegie Mellon University, Pittsburgh, USA
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2020 – today
- 2023
[j5]Xue Han, Zuojin Hu, William Yang Wang:
COVID-19 Diagnosis by Wavelet Entropy and Extreme Learning Machine. EAI Endorsed Trans. e Learn. 8(1): e3 (2023)- [c179]Xingyu Fu, Sheng Zhang, Gukyeong Kwon, Pramuditha Perera, Henghui Zhu, Yuhao Zhang, Alexander Hanbo Li, William Yang Wang, Zhiguo Wang, Vittorio Castelli, Patrick Ng, Dan Roth, Bing Xiang:
Generate then Select: Open-ended Visual Question Answering Guided by World Knowledge. ACL (Findings) 2023: 2333-2346 - [c178]Rujun Han, Peng Qi, Yuhao Zhang, Lan Liu, Juliette Burger, William Yang Wang, Zhiheng Huang, Bing Xiang, Dan Roth:
RobustQA: Benchmarking the Robustness of Domain Adaptation for Open-Domain Question Answering. ACL (Findings) 2023: 4294-4311 - [c177]Michael Saxon
, William Yang Wang:
Multilingual Conceptual Coverage in Text-to-Image Models. ACL (1) 2023: 4831-4848 - [c176]Wenda Xu, Xian Qian, Mingxuan Wang, Lei Li, William Yang Wang:
SESCORE2: Learning Text Generation Evaluation via Synthesizing Realistic Mistakes. ACL (1) 2023: 5166-5183 - [c175]Jifan Chen, Yuhao Zhang, Lan Liu, Rui Dong, Xinchi Chen, Patrick Ng, William Yang Wang, Zhiheng Huang:
Improving Cross-task Generalization of Unified Table-to-text Models with Compositional Task Configurations. ACL (Findings) 2023: 5523-5539 - [c174]Liangming Pan, Xiaobao Wu, Xinyuan Lu, Anh Tuan Luu, William Yang Wang, Min-Yen Kan, Preslav Nakov:
Fact-Checking Complex Claims with Program-Guided Reasoning. ACL (1) 2023: 6981-7004 - [c173]Sijia Wang, Alexander Hanbo Li, Henghui Zhu, Sheng Zhang, Pramuditha Perera, Chung-Wei Hang, Jie Ma, William Yang Wang, Zhiguo Wang, Vittorio Castelli, Bing Xiang, Patrick Ng:
Benchmarking Diverse-Modal Entity Linking with Generative Models. ACL (Findings) 2023: 7841-7857 - [c172]Xiyang Hu, Xinchi Chen, Peng Qi, Deguang Kong, Kunlun Liu, William Yang Wang, Zhiheng Huang:
Language Agnostic Multilingual Information Retrieval with Contrastive Learning. ACL (Findings) 2023: 9133-9146 - [c171]Manoj Ghuhan Arivazhagan, Lan Liu, Peng Qi, Xinchi Chen, William Yang Wang, Zhiheng Huang:
Hybrid Hierarchical Retrieval for Open-Domain Question Answering. ACL (Findings) 2023: 10680-10689 - [c170]Alex Mei, Sharon Levy, William Yang Wang:
Foveate, Attribute, and Rationalize: Towards Physically Safe and Trustworthy AI. ACL (Findings) 2023: 11021-11036 - [c169]Yi-Lin Tuan, Alon Albalak, Wenda Xu, Michael Saxon, Connor Pryor, Lise Getoor, William Yang Wang:
CausalDialogue: Modeling Utterance-level Causality in Conversations. ACL (Findings) 2023: 12506-12522 - [c168]Alexander Hanbo Li, Mingyue Shang, Evangelia Spiliopoulou, Jie Ma, Patrick Ng, Zhiguo Wang, Bonan Min, William Yang Wang, Kathleen R. McKeown, Vittorio Castelli, Dan Roth, Bing Xiang:
Few-Shot Data-to-Text Generation via Unified Representation and Multi-Source Learning. ACL (1) 2023: 16171-16189 - [c167]Daniel Xiaodan Zhou, Lan Liu, Anmol Anubhai, Maansi Shandilya, Steph Sigalas, William Yang Wang, Zhiheng Huang:
Beyond Accurate Answers: Evaluating Open-Domain Question Answering in Enterprise Search. CHIIR 2023: 308-312 - [c166]Tsu-Jui Fu, Licheng Yu, Ning Zhang, Cheng-Yang Fu, Jong-Chyi Su, William Yang Wang, Sean Bell:
Tell Me What Happened: Unifying Text-guided Video Completion via Multimodal Masked Video Generation. CVPR 2023: 10681-10692 - [c165]Tsu-Jui Fu, Linjie Li, Zhe Gan, Kevin Lin, William Yang Wang, Lijuan Wang, Zicheng Liu:
An Empirical Study of End-to-End Video-Language Transformers with Masked Visual Modeling. CVPR 2023: 22898-22909 - [c164]Alon Albalak, Sharon Levy, William Yang Wang:
Addressing Issues of Cross-Linguality in Open-Retrieval Question Answering Systems For Emergent Domains. EACL (System Demonstrations) 2023: 1-10 - [c163]Wanrong Zhu, An Yan, Yujie Lu, Wenda Xu, Xin Wang, Miguel P. Eckstein, William Yang Wang:
Visualize Before You Write: Imagination-Guided Open-Ended Text Generation. EACL (Findings) 2023: 78-92 - [c162]Wanrong Zhu, Xin Wang, An Yan, Miguel P. Eckstein, William Yang Wang:
ImaginE: An Imagination-Based Automatic Evaluation Metric for Natural Language Generation. EACL (Findings) 2023: 93-105 - [c161]Kung-Hsiang Huang, Siffi Singh, Xiaofei Ma, Wei Xiao, Feng Nan, Nicholas Dingwall, William Yang Wang, Kathleen R. McKeown:
SWING: Balancing Coverage and Faithfulness for Dialogue Summarization. EACL (Findings) 2023: 512-525 - [c160]Michael Saxon, Xinyi Wang, Wenda Xu, William Yang Wang:
PECO: Examining Single Sentence Label Leakage in Natural Language Inference Datasets through Progressive Evaluation of Cluster Outliers. EACL 2023: 3053-3066 - [c159]Michael Saxon, William Yang Wang:
Disparities in Text-to-Image Model Concept Possession Across Languages. FAccT 2023: 1870 - [c158]Shuaichen Chang, Jun Wang, Mingwen Dong, Lin Pan, Henghui Zhu, Alexander Hanbo Li, Wuwei Lan, Sheng Zhang, Jiarong Jiang, Joseph Lilien, Steve Ash, William Yang Wang, Zhiguo Wang, Vittorio Castelli, Patrick Ng, Bing Xiang:
Dr.Spider: A Diagnostic Evaluation Benchmark towards Text-to-SQL Robustness. ICLR 2023 - [c157]Weixi Feng, Xuehai He, Tsu-Jui Fu, Varun Jampani, Arjun R. Akula, Pradyumna Narayana, Sugato Basu, Xin Eric Wang, William Yang Wang:
Training-Free Structured Diffusion Guidance for Compositional Text-to-Image Synthesis. ICLR 2023 - [c156]Matthew Ho, Aditya Sharma, Justin Chang, Michael Saxon, Sharon Levy, Yujie Lu, William Yang Wang:
WikiWhy: Answering and Explaining Cause-and-Effect Questions. ICLR 2023 - [c155]Yujie Lu, Weixi Feng, Wanrong Zhu, Wenda Xu, Xin Eric Wang, Miguel P. Eckstein, William Yang Wang:
Neuro-Symbolic Procedural Planning with Commonsense Prompting. ICLR 2023 - [c154]Danilo Neves Ribeiro, Shen Wang, Xiaofei Ma, Henghui Zhu, Rui Dong, Deguang Kong, Juliette Burger, Anjelica Ramos, Zhiheng Huang, William Yang Wang, George Karypis, Bing Xiang, Dan Roth:
STREET: A Multi-Task Structured Reasoning and Explanation Benchmark. ICLR 2023 - [c153]Xinyi Wang, Michael Saxon, Jiachen Li, Hongyang Zhang, Kun Zhang, William Yang Wang:
Causal Balancing for Domain Generalization. ICLR 2023 - [c152]Donghan Yu, Sheng Zhang, Patrick Ng, Henghui Zhu, Alexander Hanbo Li, Jun Wang, Yiqun Hu, William Yang Wang, Zhiguo Wang, Bing Xiang:
DecAF: Joint Decoding of Answers and Logical Forms for Question Answering over Knowledge Bases. ICLR 2023 - [c151]Jiachen Li, Edwin Zhang, Ming Yin, Qinxun Bai, Yu-Xiang Wang, William Yang Wang:
Offline Reinforcement Learning with Closed-Form Policy Improvement Operators. ICML 2023: 20485-20528 - [c150]Kexun Zhang, Xianjun Yang, William Yang Wang, Lei Li:
ReDi: Efficient Learning-Free Diffusion Inference via Trajectory Retrieval. ICML 2023: 41770-41785 - [c149]Connor Pryor, Charles Dickens, Eriq Augustine, Alon Albalak, William Yang Wang, Lise Getoor:
NeuPSL: Neural Probabilistic Soft Logic. IJCAI 2023: 4145-4153 - [i203]Shuaichen Chang, Jun Wang, Mingwen Dong, Lin Pan, Henghui Zhu, Alexander Hanbo Li, Wuwei Lan, Sheng Zhang, Jiarong Jiang, Joseph Lilien, Steve Ash, William Yang Wang, Zhiguo Wang, Vittorio Castelli, Patrick Ng, Bing Xiang:
Dr.Spider: A Diagnostic Evaluation Benchmark towards Text-to-SQL Robustness. CoRR abs/2301.08881 (2023) - [i202]Kung-Hsiang Huang, Siffi Singh, Xiaofei Ma, Wei Xiao, Feng Nan, Nicholas Dingwall, William Yang Wang, Kathleen R. McKeown:
SWING: Balancing Coverage and Faithfulness for Dialogue Summarization. CoRR abs/2301.10483 (2023) - [i201]Xinyi Wang, Wanrong Zhu, William Yang Wang:
Large Language Models Are Implicitly Topic Models: Explaining and Finding Good Demonstrations for In-Context Learning. CoRR abs/2301.11916 (2023) - [i200]Alon Albalak, Colin Raffel, William Yang Wang:
Improving Few-Shot Generalization by Exploring and Exploiting Auxiliary Data. CoRR abs/2302.00674 (2023) - [i199]Kexun Zhang, Xianjun Yang, William Yang Wang, Lei Li:
ReDi: Efficient Learning-Free Diffusion Inference via Trajectory Retrieval. CoRR abs/2302.02285 (2023) - [i198]Danilo Neves Ribeiro, Shen Wang, Xiaofei Ma, Henry Zhu, Rui Dong, Deguang Kong, Juliette Burger, Anjelica Ramos, William Yang Wang, Zhiheng Huang, George Karypis, Bing Xiang, Dan Roth:
STREET: A Multi-Task Structured Reasoning and Explanation Benchmark. CoRR abs/2302.06729 (2023) - [i197]Alex Mei, Michael Saxon, Shiyu Chang, Zachary C. Lipton, William Yang Wang:
Users are the North Star for AI Transparency. CoRR abs/2303.05500 (2023) - [i196]Wanrong Zhu, Jack Hessel, Anas Awadalla, Samir Yitzhak Gadre, Jesse Dodge, Alex Fang, Youngjae Yu, Ludwig Schmidt, William Yang Wang, Yejin Choi:
Multimodal C4: An Open, Billion-scale Corpus of Images Interleaved With Text. CoRR abs/2304.06939 (2023) - [i195]Yujie Lu, Pan Lu, Zhiyu Chen, Wanrong Zhu, Xin Eric Wang, William Yang Wang:
Multimodal Procedural Planning via Dual Text-Image Prompting. CoRR abs/2305.01795 (2023) - [i194]Daniel Rose, Vaishnavi Himakunthala, Andy Ouyang, Ryan He, Alex Mei, Yujie Lu, Michael Saxon, Chinmay Sonar, Diba Mirza, William Yang Wang:
Visual Chain of Thought: Bridging Logical Gaps with Multimodal Infillings. CoRR abs/2305.02317 (2023) - [i193]Avani Tanna, Michael Saxon, Amr El Abbadi, William Yang Wang:
Data Augmentation for Diverse Voice Conversion in Noisy Environments. CoRR abs/2305.10684 (2023) - [i192]Xuehai He, Weixi Feng, Tsu-Jui Fu, Varun Jampani, Arjun R. Akula, Pradyumna Narayana, Sugato Basu, William Yang Wang, Xin Eric Wang:
Discriminative Diffusion Models as Few-shot Vision and Language Learners. CoRR abs/2305.10722 (2023) - [i191]Yujie Lu, Xianjun Yang, Xiujun Li, Xin Eric Wang, William Yang Wang:
LLMScore: Unveiling the Power of Large Language Models in Text-to-Image Synthesis Evaluation. CoRR abs/2305.11116 (2023) - [i190]Wanrong Zhu, Xinyi Wang, Yujie Lu, Tsu-Jui Fu, Xin Eric Wang, Miguel P. Eckstein, William Yang Wang:
Collaborative Generative AI: Integrating GPT-k for Efficient Editing in Text-to-Image Generation. CoRR abs/2305.11317 (2023) - [i189]Liangming Pan, Alon Albalak, Xinyi Wang, William Yang Wang:
Logic-LM: Empowering Large Language Models with Symbolic Solvers for Faithful Logical Reasoning. CoRR abs/2305.12295 (2023) - [i188]Liangming Pan, Xiaobao Wu, Xinyuan Lu, Anh Tuan Luu, William Yang Wang, Min-Yen Kan, Preslav Nakov:
Fact-Checking Complex Claims with Program-Guided Reasoning. CoRR abs/2305.12744 (2023) - [i187]Siqi Liu, Weixi Feng, Wenhu Chen, William Yang Wang:
EDIS: Entity-Driven Image Search over Multimodal Web Content. CoRR abs/2305.13631 (2023) - [i186]Yikang Pan, Liangming Pan, Wenhu Chen, Preslav Nakov, Min-Yen Kan, William Yang Wang:
On the Risk of Misinformation Pollution with Large Language Models. CoRR abs/2305.13661 (2023) - [i185]Shuo Zhang, Liangming Pan, Junzhou Zhao, William Yang Wang:
Mitigating Language Model Hallucination with Interactive Question-Knowledge Alignment. CoRR abs/2305.13669 (2023) - [i184]Alfonso Amayuelas, Liangming Pan, Wenhu Chen, William Yang Wang:
Knowledge of Knowledge: Exploring Known-Unknowns Uncertainty with Large Language Models. CoRR abs/2305.13712 (2023) - [i183]Vaishnavi Himakunthala, Andy Ouyang, Daniel Rose, Ryan He, Alex Mei, Yujie Lu, Chinmay Sonar, Michael Saxon, William Yang Wang:
Let's Think Frame by Frame: Evaluating Video Chain of Thought with Video Infilling and Prediction. CoRR abs/2305.13903 (2023) - [i182]Wenda Xu, Danqing Wang, Liangming Pan, Zhenqiao Song, Markus Freitag, William Yang Wang, Lei Li:
INSTRUCTSCORE: Towards Explainable Text Generation Evaluation with Automatic Feedback. CoRR abs/2305.14282 (2023) - [i181]Tsu-Jui Fu, Wenhan Xiong, Yixin Nie, Jingyu Liu, Barlas Oguz, William Yang Wang:
Text-guided 3D Human Generation from 2D Collections. CoRR abs/2305.14312 (2023) - [i180]Kexun Zhang, Danqing Wang, Jingtao Xia, William Yang Wang, Lei Li:
ALGO: Synthesizing Algorithmic Programs with Generated Oracle Verifiers. CoRR abs/2305.14591 (2023) - [i179]Weixi Feng, Wanrong Zhu, Tsu-Jui Fu, Varun Jampani, Arjun R. Akula, Xuehai He, Sugato Basu, Xin Eric Wang, William Yang Wang:
LayoutGPT: Compositional Visual Planning and Generation with Large Language Models. CoRR abs/2305.15393 (2023) - [i178]Xianjun Yang, Wei Cheng, Linda R. Petzold, William Yang Wang, Haifeng Chen:
DNA-GPT: Divergent N-Gram Analysis for Training-Free Detection of GPT-Generated Text. CoRR abs/2305.17359 (2023) - [i177]Xingyu Fu, Sheng Zhang, Gukyeong Kwon, Pramuditha Perera, Henghui Zhu, Yuhao Zhang, Alexander Hanbo Li, William Yang Wang, Zhiguo Wang, Vittorio Castelli, Patrick Ng, Dan Roth, Bing Xiang:
Generate then Select: Open-ended Visual Question Answering Guided by World Knowledge. CoRR abs/2305.18842 (2023) - [i176]Michael Saxon, William Yang Wang:
Multilingual Conceptual Coverage in Text-to-Image Models. CoRR abs/2306.01735 (2023) - [i175]Raphael Schumann, Wanrong Zhu, Weixi Feng, Tsu-Jui Fu, Stefan Riezler, William Yang Wang:
VELMA: Verbalization Embodiment of LLM Agents for Vision and Language Navigation in Street View. CoRR abs/2307.06082 (2023) - [i174]Liangming Pan, Michael Saxon, Wenda Xu, Deepak Nathani, Xinyi Wang, William Yang Wang:
Automatically Correcting Large Language Models: Surveying the landscape of diverse self-correction strategies. CoRR abs/2308.03188 (2023) - [i173]Tsu-Jui Fu, Wenze Hu, Xianzhi Du, William Yang Wang, Yinfei Yang, Zhe Gan:
Guiding Instruction-based Image Editing via Multimodal Large Language Models. CoRR abs/2309.17102 (2023) - [i172]Xianjun Yang, Xiao Wang, Qi Zhang, Linda R. Petzold, William Yang Wang, Xun Zhao, Dahua Lin:
Shadow Alignment: The Ease of Subverting Safely-Aligned Language Models. CoRR abs/2310.02949 (2023) - [i171]Xianjun Yang, Kexun Zhang, Haifeng Chen, Linda R. Petzold, William Yang Wang, Wei Cheng:
Zero-Shot Detection of Machine-Generated Codes. CoRR abs/2310.05103 (2023) - [i170]Kexun Zhang, Hongqiao Chen, Lei Li, William Yang Wang:
Syntax Error-Free and Generalizable Tool Use for LLMs via Finite-State Decoding. CoRR abs/2310.07075 (2023) - [i169]Zhiyu Chen, Yujie Lu, William Yang Wang:
Empowering Psychotherapy with Large Language Models: Cognitive Distortion Detection through Diagnosis of Thought Prompting. CoRR abs/2310.07146 (2023) - [i168]Alex Mei, Sharon Levy, William Yang Wang:
ASSERT: Automated Safety Scenario Red Teaming for Evaluating the Robustness of Large Language Models. CoRR abs/2310.09624 (2023) - [i167]Jiachen Li, Qiaozi Gao, Michael Johnston, Xiaofeng Gao, Xuehai He, Suhaila Shakiah, Hangjie Shi, Reza Ghanadan, William Yang Wang:
Mastering Robot Manipulation with Multimodal Prompts through Pretraining and Multi-task Fine-tuning. CoRR abs/2310.09676 (2023) - [i166]Deepak Nathani, David Wang, Liangming Pan, William Yang Wang:
MAF: Multi-Aspect Feedback for Improving Reasoning in Large Language Models. CoRR abs/2310.12426 (2023) - [i165]Xianjun Yang, Liangming Pan, Xuandong Zhao, Haifeng Chen, Linda R. Petzold, William Yang Wang, Wei Cheng:
A Survey on Detection of LLMs-Generated Content. CoRR abs/2310.15654 (2023) - [i164]Xinlu Zhang, Yujie Lu, Weizhi Wang, An Yan, Jun Yan, Lianke Qin, Heng Wang, Xifeng Yan, William Yang Wang, Linda Ruth Petzold:
GPT-4V(ision) as a Generalist Evaluator for Vision-Language Tasks. CoRR abs/2311.01361 (2023) - [i163]Wenda Xu, Daniel Deutsch, Mara Finkelstein, Juraj Juraska, Biao Zhang, Zhongtao Liu, William Yang Wang, Lei Li, Markus Freitag:
Pinpoint, Not Criticize: Refining Large Language Models via Fine-Grained Actionable Feedback. CoRR abs/2311.09336 (2023) - 2022
- [c148]Tsu-Jui Fu, William Yang Wang, Daniel McDuff, Yale Song:
DOC2PPT: Automatic Presentation Slides Generation from Scientific Documents. AAAI 2022: 634-642 - [c147]Wenda Xu, Michael Saxon, Misha Sra, William Yang Wang:
Self-Supervised Knowledge Assimilation for Expert-Layman Text Style Transfer. AAAI 2022: 11566-11574 - [c146]Yi-Lin Tuan, Sajjad Beygi, Maryam Fazel-Zarandi, Qiaozi Gao, Alessandra Cervone, William Yang Wang:
Towards Large-Scale Interpretable Knowledge Graph Reasoning for Dialogue Systems. ACL (Findings) 2022: 383-395 - [c145]Kai Nakamura, Sharon Levy, Yi-Lin Tuan, Wenhu Chen, William Yang Wang:
HybriDialogue: An Information-Seeking Dialogue Dataset Grounded on Tabular and Textual Data. ACL (Findings) 2022: 481-492 - [c144]Alon Albalak, Varun Embar, Yi-Lin Tuan, Lise Getoor, William Yang Wang:
D-REX: Dialogue Relation Extraction with Explanations. ConvAI@ACL 2022: 34-46 - [c143]Ping Nie, Yujie Lu, Shengyu Zhang, Ming Zhao, Ruobing Xie, William Yang Wang, Yi Ren:
MIC: Model-agnostic Integrated Cross-channel Recommender. CIKM 2022: 3400-3409 - [c142]Wanrong Zhu, Bo Pang, Ashish V. Thapliyal, William Yang Wang, Radu Soricut:
End-to-end Dense Video Captioning as Sequence Generation. COLING 2022: 5651-5665 - [c141]Tsu-Jui Fu, Xin Eric Wang, Scott T. Grafton, Miguel P. Eckstein, William Yang Wang:
M3L: Language-based Video Editing via Multi-Modal Multi-Level Transformers. CVPR 2022: 10503-10512 - [c140]Tsu-Jui Fu, Xin Eric Wang, William Yang Wang:
Language-Driven Artistic Style Transfer. ECCV (36) 2022: 717-734 - [c139]Sharon Levy, Emily Allaway, Melanie Subbiah, Lydia B. Chilton, Desmond Patton, Kathleen R. McKeown, William Yang Wang:
SafeText: A Benchmark for Exploring Physical Safety in Language Models. EMNLP 2022: 2407-2421 - [c138]Alex Mei, Anisha Kabir, Sharon Levy, Melanie Subbiah, Emily Allaway, John Judge, Desmond Patton, Bruce Bimber, Kathleen R. McKeown, William Yang Wang:
Mitigating Covertly Unsafe Text within Natural Language Systems. EMNLP (Findings) 2022: 2914-2926 - [c137]Xuehai He, Diji Yang, Weixi Feng, Tsu-Jui Fu, Arjun R. Akula, Varun Jampani, Pradyumna Narayana, Sugato Basu, William Yang Wang, Xin Wang:
CPL: Counterfactual Prompt Learning for Vision and Language Models. EMNLP 2022: 3407-3418 - [c136]Gyuwan Kim, Jinhyuk Lee, Barlas Oguz, Wenhan Xiong, Yizhe Zhang, Yashar Mehdad, William Yang Wang:
Bridging the Training-Inference Gap for Dense Phrase Retrieval. EMNLP (Findings) 2022: 3713-3724 - [c135]Zhiyu Chen, Shiyang Li, Charese Smiley, Zhiqiang Ma, Sameena Shah, William Yang Wang:
ConvFinQA: Exploring the Chain of Numerical Reasoning in Conversational Finance Question Answering. EMNLP 2022: 6279-6292 - [c134]Weixi Feng, Tsu-Jui Fu, Yujie Lu, William Yang Wang:
ULN: Towards Underspecified Vision-and-Language Navigation. EMNLP 2022: 6394-6412 - [c133]Wenda Xu, Yi-Lin Tuan, Yujie Lu, Michael Saxon, Lei Li, William Yang Wang:
Not All Errors are Equal: Learning Text Generation Metrics using Stratified Error Synthesis. EMNLP (Findings) 2022: 6559-6574 - [c132]Alon Albalak, Yi-Lin Tuan, Pegah Jandaghi, Connor Pryor, Luke Yoffe, Deepak Ramachandran, Lise Getoor, Jay Pujara, William Yang Wang:
FETA: A Benchmark for Few-Sample Task Transfer in Open-Domain Dialogue. EMNLP 2022: 10936-10953 - [c131]Alex Mei, Anisha Kabir, Rukmini Bapat, John Judge, Tony Sun, William Yang Wang:
Learning to Prioritize: Precision-Driven Sentence Filtering for Long Text Summarization. LREC 2022: 313-318 - [c130]Samhita Honnavalli, Aesha Parekh, Lily Ou, Sophie Groenwold, Sharon Levy, Vicente Ordonez, William Yang Wang:
Towards Understanding Gender-Seniority Compound Bias in Natural Language Generation. LREC 2022: 1665-1670 - [c129]Zhiyu Chen, Bing Liu, Seungwhan Moon, Chinnadhurai Sankar, Paul A. Crook, William Yang Wang:
KETOD: Knowledge-Enriched Task-Oriented Dialogue. NAACL-HLT (Findings) 2022: 2581-2593 - [c128]Yujie Lu, Wanrong Zhu, Xin Wang, Miguel P. Eckstein, William Yang Wang:
Imagination-Augmented Natural Language Understanding. NAACL-HLT 2022: 4392-4402 - [c127]Wanrong Zhu, Yuankai Qi, Pradyumna Narayana, Kazoo Sone, Sugato Basu, Xin Wang, Qi Wu, Miguel P. Eckstein, William Yang Wang:
Diagnosing Vision-and-Language Navigation: What Really Matters. NAACL-HLT 2022: 5981-5993 - [c126]Eriq Augustine, Connor Pryor, Charles Dickens, Jay Pujara, William Yang Wang, Lise Getoor:
Visual Sudoku Puzzle Classification: A Suite of Collective Neuro-Symbolic Tasks. NeSy 2022: 15-29 - [i162]Alon Albalak, Sharon Levy, William Yang Wang:
Addressing Issues of Cross-Linguality in Open-Retrieval Question Answering Systems For Emergent Domains. CoRR abs/2201.11153 (2022) - [i161]Yi-Lin Tuan, Sajjad Beygi, Maryam Fazel-Zarandi, Qiaozi Gao, Alessandra Cervone, William Yang Wang:
Towards Large-Scale Interpretable Knowledge Graph Reasoning for Dialogue Systems. CoRR abs/2203.10610 (2022) - [i160]Wanrong Zhu, Bo Pang, Ashish V. Thapliyal, William Yang Wang, Radu Soricut:
End-to-end Dense Video Captioning as Sequence Generation. CoRR abs/2204.08121 (2022) - [i159]Yujie Lu, Wanrong Zhu, Xin Eric Wang, Miguel P. Eckstein, William Yang Wang:
Imagination-Augmented Natural Language Understanding. CoRR abs/2204.08535 (2022) - [i158]Kai Nakamura, Sharon Levy, Yi-Lin Tuan, Wenhu Chen, William Yang Wang:
HybriDialogue: An Information-Seeking Dialogue Dataset Grounded on Tabular and Textual Data. CoRR abs/2204.13243 (2022) - [i157]Zhiyu Chen, Bing Liu, Seungwhan Moon, Chinnadhurai Sankar, Paul A. Crook, William Yang Wang:
KETOD: Knowledge-Enriched Task-Oriented Dialogue. CoRR abs/2205.05589 (2022) - [i156]Alon Albalak, Yi-Lin Tuan, Pegah Jandaghi, Connor Pryor, Luke Yoffe, Deepak Ramachandran, Lise Getoor, Jay Pujara, William Yang Wang:
FETA: A Benchmark for Few-Sample Task Transfer in Open-Domain Dialogue. CoRR abs/2205.06262 (2022) - [i155]Samhita Honnavalli, Aesha Parekh, Lily Ou, Sophie Groenwold, Sharon Levy, Vicente Ordonez, William Yang Wang:
Towards Understanding Gender-Seniority Compound Bias in Natural Language Generation. CoRR abs/2205.09830 (2022) - [i154]Connor Pryor, Charles Dickens, Eriq Augustine, Alon Albalak, William Yang Wang, Lise Getoor:
NeuPSL: Neural Probabilistic Soft Logic. CoRR abs/2205.14268 (2022) - [i153]Yujie Lu, Weixi Feng, Wanrong Zhu, Wenda Xu, Xin Eric Wang, Miguel P. Eckstein, William Yang Wang:
Neuro-Symbolic Causal Language Planning with Commonsense Prompting. CoRR abs/2206.02928 (2022) - [i152]Xinyi Wang, Michael Saxon, Jiachen Li, Hongyang Zhang, Kun Zhang, William Yang Wang:
Causal Balancing for Domain Generalization. CoRR abs/2206.05263 (2022) - [i151]Eriq Augustine, Pegah Jandaghi, Alon Albalak, Connor Pryor, Charles Dickens, William Yang Wang, Lise Getoor:
Emotion Recognition in Conversation using Probabilistic Soft Logic. CoRR abs/2207.07238 (2022) - [i150]Tsu-Jui Fu, Linjie Li, Zhe Gan, Kevin Lin, William Yang Wang, Lijuan Wang, Zicheng Liu:
An Empirical Study of End-to-End Video-Language Transformers with Masked Visual Modeling. CoRR abs/2209.01540 (2022) - [i149]Yujie Lu, Huiliang Zhang, Ping Nie, Weixi Feng, Wenda Xu, Xin Eric Wang, William Yang Wang:
Anticipating the Unseen Discrepancy for Vision and Language Navigation. CoRR abs/2209.04725 (2022) - [i148]Yi-Lin Tuan, Zih-Yun Chiu, William Yang Wang:
Atomized Deep Learning Models. CoRR abs/2210.03728 (2022) - [i147]Zih-Yun Chiu, Yi-Lin Tuan, William Yang Wang, Michael C. Yip:
Knowledge-Grounded Reinforcement Learning. CoRR abs/2210.03729 (2022) - [i146]Wanrong Zhu, An Yan, Yujie Lu, Wenda Xu, Xin Eric Wang, Miguel P. Eckstein, William Yang Wang:
Visualize Before You Write: Imagination-Guided Open-Ended Text Generation. CoRR abs/2210.03765 (2022) - [i145]