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ORCIDAiTi Aw
Ai Ti Aw
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2020 – today
- 2024
[c65]Longyin Zhang, Bowei Zou, Jacintha Yi, AiTi Aw:
Comprehensive Abstractive Comment Summarization with Dynamic Clustering and Chain of Thought. ACL (Findings) 2024: 2884-2896- [c64]Fan Xu, Lei Zeng, Bowei Zou, Ai Ti Aw, Huan Rong:
CLFFRD: Curriculum Learning and Fine-grained Fusion for Multimodal Rumor Detection. LREC/COLING 2024: 3314-3324 - [c63]Longyin Zhang, Bowei Zou, Ai Ti Aw:
Empowering Tree-structured Entailment Reasoning: Rhetorical Perception and LLM-driven Interpretability. LREC/COLING 2024: 5783-5793 - [c62]Xiaochen Liu, Bowei Zou, AiTi Aw:
An NLP-Focused Pilot Training Agent for Safe and Efficient Aviation Communication. NAACL (Industry Track) 2024: 89-96 - [c61]Bin Wang, Zhengyuan Liu, Xin Huang, Fangkai Jiao, Yang Ding, AiTi Aw, Nancy Chen:
SeaEval for Multilingual Foundation Models: From Cross-Lingual Alignment to Cultural Reasoning. NAACL-HLT 2024: 370-390 - [i13]Bin Wang, Xunlong Zou, Geyu Lin, Shuo Sun, Zhuohan Liu, Wenyu Zhang, Zhengyuan Liu, AiTi Aw, Nancy F. Chen:
AudioBench: A Universal Benchmark for Audio Large Language Models. CoRR abs/2406.16020 (2024) - [i12]Wenyu Zhang, Shuo Sun, Bin Wang, Xunlong Zou, Zhuohan Liu, Yingxu He, Geyu Lin, Nancy F. Chen, Ai Ti Aw:
MoWE-Audio: Multitask AudioLLMs with Mixture of Weak Encoders. CoRR abs/2409.06635 (2024) - 2023
- [c60]Xuan Long Do, Bowei Zou, Shafiq R. Joty, Anh Tran Tai, Liangming Pan, Nancy F. Chen, Ai Ti Aw:
Modeling What-to-ask and How-to-ask for Answer-unaware Conversational Question Generation. ACL (1) 2023: 10785-10803 - [c59]Yufan Wang, Bowei Zou, Rui Fan, Ai Ti Aw, Tingting He:
DSPM-NLG: A Dual Supervised Pre-trained Model for Few-shot Natural Language Generation in Task-oriented Dialogue System. ACL (Findings) 2023: 12389-12402 - [c58]Yufan Wang, Jie Mei, Bowei Zou, Rui Fan
, Tingting He, Ai Ti Aw:
Making Pre-trained Language Models Better Learn Few-Shot Spoken Language Understanding in More Practical Scenarios. ACL (Findings) 2023: 13508-13523 - [c57]Yanling Li, Bowei Zou, Yifan Fan, Xibo Li, Ai Ti Aw, Yu Hong:
GLGR: Question-aware Global-to-Local Graph Reasoning for Multi-party Dialogue Reading Comprehension. EMNLP (Findings) 2023: 1817-1826 - [c56]Xibo Li, Bowei Zou, Yifan Fan, Yanling Li, Ai Ti Aw, Yu Hong:
Interview Evaluation: A Novel Approach for Automatic Evaluation of Conversational Question Answering Models. EMNLP 2023: 3435-3446 - [c55]Ratish Puduppully, Anoop Kunchukuttan, Raj Dabre, Ai Ti Aw, Nancy Chen:
DecoMT: Decomposed Prompting for Machine Translation Between Related Languages using Large Language Models. EMNLP 2023: 4586-4602 - [c54]Fan Xu, Pinyun Fu, Qi Huang, Bowei Zou, AiTi Aw, Mingwen Wang:
Leveraging Contrastive Learning and Knowledge Distillation for Incomplete Modality Rumor Detection. EMNLP (Findings) 2023: 13492-13503 - [i11]Xuan Long Do, Bowei Zou, Shafiq R. Joty, Anh Tai Tran, Liangming Pan, Nancy F. Chen, Ai Ti Aw:
Modeling What-to-ask and How-to-ask for Answer-unaware Conversational Question Generation. CoRR abs/2305.03088 (2023) - [i10]Ratish Puduppully, Raj Dabre, Ai Ti Aw, Nancy F. Chen:
Decomposed Prompting for Machine Translation Between Related Languages using Large Language Models. CoRR abs/2305.13085 (2023) - [i9]Bin Wang, Zhengyuan Liu, Xin Huang, Fangkai Jiao, Yang Ding, Ai Ti Aw, Nancy F. Chen:
SeaEval for Multilingual Foundation Models: From Cross-Lingual Alignment to Cultural Reasoning. CoRR abs/2309.04766 (2023) - [i8]Xin Tan, Bowei Zou, Ai Ti Aw:
Evidence-based Interpretable Open-domain Fact-checking with Large Language Models. CoRR abs/2312.05834 (2023) - 2022
- [c53]Xuan Long Do, Bowei Zou, Liangming Pan, Nancy F. Chen, Shafiq R. Joty, Ai Ti Aw:
CoHS-CQG: Context and History Selection for Conversational Question Generation. COLING 2022: 580-591 - [c52]Nina Zhou, Ai Ti Aw, Zhuo Han Liu, Cher Heng Tan, Yonghan Ting, Wen-Xiang Chen, Jordan Zheng Ting Sim:
CXR Data Annotation and Classification with Pre-trained Language Models. COLING 2022: 2801-2811 - [c51]Zhengyuan Liu, Shikang Ni, Ai Ti Aw, Nancy F. Chen:
Singlish Message Paraphrasing: A Joint Task of Creole Translation and Text Normalization. COLING 2022: 3924-3936 - [c50]Jin Qian, Bowei Zou, Mengxing Dong, Xiao Li, AiTi Aw, Yu Hong:
Capturing Conversational Interaction for Question Answering via Global History Reasoning. NAACL-HLT (Findings) 2022: 2071-2078 - [c49]Xuan-Phi Nguyen, Shafiq R. Joty, Kui Wu, Ai Ti Aw:
Refining Low-Resource Unsupervised Translation by Language Disentanglement of Multilingual Translation Model. NeurIPS 2022 - [i7]Weiwen Xu, Bowei Zou, Wai Lam, Ai Ti Aw:
Improving Lexical Embeddings for Robust Question Answering. CoRR abs/2202.13636 (2022) - [i6]Xuan-Phi Nguyen, Shafiq R. Joty, Wu Kui, Ai Ti Aw:
Refining Low-Resource Unsupervised Translation by Language Disentanglement of Multilingual Model. CoRR abs/2205.15544 (2022) - [i5]Xuan Long Do, Bowei Zou, Liangming Pan, Nancy F. Chen, Shafiq R. Joty, Ai Ti Aw:
CoHS-CQG: Context and History Selection for Conversational Question Generation. CoRR abs/2209.06652 (2022) - 2021
- [c48]Yeqiu Li, Bowei Zou, Zhifeng Li, Ai Ti Aw, Yu Hong, Qiaoming Zhu:
Winnowing Knowledge for Multi-choice Question Answering. EMNLP (Findings) 2021: 1157-1165 - [c47]Xuan-Phi Nguyen, Shafiq R. Joty, Thanh-Tung Nguyen, Kui Wu, Ai Ti Aw:
Cross-model Back-translated Distillation for Unsupervised Machine Translation. ICML 2021: 8073-8083 - [c46]Weiwen Xu, Ai Ti Aw, Yang Ding, Kui Wu, Shafiq R. Joty:
Addressing the Vulnerability of NMT in Input Perturbations. NAACL-HLT (Industry Papers) 2021: 80-88 - [c45]Litton J. Kurisinkel, Ai Ti Aw, Nancy F. Chen:
Coherent and Concise Radiology Report Generation via Context Specific Image Representations and Orthogonal Sentence States. NAACL-HLT (Industry Papers) 2021: 246-254 - [i4]Weiwen Xu, Ai Ti Aw, Yang Ding, Kui Wu, Shafiq R. Joty:
Addressing the Vulnerability of NMT in Input Perturbations. CoRR abs/2104.09810 (2021) - 2020
- [c44]Zhengyuan Liu, Pavitra Krishnaswamy, Ai Ti Aw, Nancy F. Chen:
Uncertainty Modeling for Machine Comprehension Systems using Efficient Bayesian Neural Networks. COLING (Industry) 2020: 228-235 - [c43]Rongtao Huang, Bowei Zou, Yu Hong, Wei Zhang, AiTi Aw, Guodong Zhou:
NUT-RC: Noisy User-generated Text-oriented Reading Comprehension. COLING 2020: 2687-2698 - [c42]Peng Wu, Bowei Zou, Ridong Jiang, AiTi Aw:
GCDST: A Graph-based and Copy-augmented Multi-domain Dialogue State Tracking. EMNLP (Findings) 2020: 1063-1073 - [c41]Xuan-Phi Nguyen, Shafiq R. Joty, Kui Wu, Ai Ti Aw:
Data Diversification: A Simple Strategy For Neural Machine Translation. NeurIPS 2020 - [i3]Xuan-Phi Nguyen, Shafiq R. Joty, Wu Kui, Ai Ti Aw:
Multi-Agent Cross-Translated Diversification for Unsupervised Machine Translation. CoRR abs/2006.02163 (2020)
2010 – 2019
- 2019
- [c40]Chenglei Si, Kui Wu, Ai Ti Aw, Min-Yen Kan:
Sentiment Aware Neural Machine Translation. WAT@EMNLP-IJCNLP 2019: 200-206 - [c39]Zhengyuan Liu, Angela Ng, Sheldon Lee Shao Guang, Ai Ti Aw, Nancy F. Chen:
Topic-Aware Pointer-Generator Networks for Summarizing Spoken Conversations. ASRU 2019: 814-821 - [c38]Wenqiang Lei, Weiwen Xu, Ai Ti Aw, Yuanxin Xiang, Tat-Seng Chua:
Revisit Automatic Error Detection for Wrong and Missing Translation - A Supervised Approach. EMNLP/IJCNLP (1) 2019: 942-952 - [c37]Longxiang Shen, Bowei Zou, Yu Hong, Guodong Zhou, Qiaoming Zhu, AiTi Aw:
Negative Focus Detection via Contextual Attention Mechanism. EMNLP/IJCNLP (1) 2019: 2251-2261 - [i2]Zhengyuan Liu, Angela Ng, Sheldon Lee Shao Guang, Ai Ti Aw, Nancy F. Chen:
Topic-aware Pointer-Generator Networks for Summarizing Spoken Conversations. CoRR abs/1910.01335 (2019) - [i1]Xuan-Phi Nguyen, Shafiq R. Joty, Wu Kui, Ai Ti Aw:
Data Diversification: An Elegant Strategy For Neural Machine Translation. CoRR abs/1911.01986 (2019) - 2018
- [c36]Zhongwei Li, Xuancong Wang, AiTi Aw, Eng Siong Chng, Haizhou Li:
Named-Entity Tagging and Domain adaptation for Better Customized Translation. NEWS@ACL 2018: 41-46 - 2017
- [c35]Nina Zhou, Xuancong Wang, AiTi Aw:
Dynamic boundary detection for speech translation. APSIPA 2017: 651-656 - [c34]Kui Wu, Xuancong Wang, AiTi Aw:
Bilingual word embedding with sentence similarity constraint for machine translation. IALP 2017: 119-122 - [c33]Boon Hong Yeo, Ai Ti Aw, Xuancong Wang:
Extraction of Indonesian and english parallel sentences from movie subtitles. IALP 2017: 298-301 - 2016
- [j6]Mohammad Arshi Saloot, Norisma Idris, AiTi Aw, Dirk Thorleuchter:
Twitter corpus creation: The case of a Malay Chat-style-text Corpus (MCC). Digit. Scholarsh. Humanit. 31(2): 227-243 (2016) - [c32]Nina Zhou, AiTi Aw, Nattadaporn Lertcheva, Xuancong Wang:
A Word Labeling Approach to Thai Sentence Boundary Detection and POS Tagging. COLING 2016: 319-327 - 2015
- [c31]Mohammad Arshi Saloot, Norisma Idris, Nor Liyana Mohd Shuib, Ram Gopal Raj, AiTi Aw:
Toward Tweets Normalization Using Maximum Entropy. NUT@IJCNLP 2015: 19-27 - [c30]Kui Wu, Xuancong Wang, Nina Zhou, AiTi Aw, Haizhou Li:
Joint Chinese word segmentation and punctuation prediction using deep recurrent neural network for social media data. IALP 2015: 41-44 - 2014
- [c29]Cong Duy Vu Hoang, AiTi Aw, Nhung T. H. Nguyen:
A Rule-Augmented Statistical Phrase-based Translation System. ACL (System Demonstrations) 2014: 73-78 - [c28]AiTi Aw, Sharifah Aljunied Mahani, Nattadaporn Lertcheva, Sasiwimon Kalunsima:
TaLAPi ― A Thai Linguistically Annotated Corpus for Language Processing. LREC 2014: 125-132 - 2012
- [c27]Ai Ti Aw, Lianhau Lee:
Personalized Normalization for a Multilingual Chat System. ACL (System Demonstrations) 2012: 31-36 - 2011
- [c26]Thi-Hoang-Diem Le, Ai Ti Aw:
Lexical Word Similarity for Re-ranking in Vietnamese-English Named Entity Back Transliteration. IALP 2011: 197-200 - 2010
- [j5]Deyi Xiong, Min Zhang, AiTi Aw, Haizhou Li:
Linguistically Annotated Reordering: Evaluation and Analysis. Comput. Linguistics 36(3): 535-568 (2010) - [c25]Lianhau Lee, AiTi Aw, Min Zhang, Haizhou Li:
EM-based Hybrid Model for Bilingual Terminology Extraction from Comparable Corpora. COLING (Posters) 2010: 639-646 - [c24]Xiangyu Duan, Rafael E. Banchs, Jun Lang, Deyi Xiong, AiTi Aw, Min Zhang, Haizhou Li:
I2r's machine translation system for IWSLT 2010. IWSLT 2010: 67-72
2000 – 2009
- 2009
- [j4]Boxing Chen, Min Zhang, AiTi Aw:
Two-Stage Hypotheses Generation for Spoken Language Translation. ACM Trans. Asian Lang. Inf. Process. 8(1): 4:1-4:22 (2009) - [c23]Lianhau Lee, AiTi Aw, Thuy Vu, Sharifah Aljunied Mahani, Min Zhang, Haizhou Li:
MARS: Multilingual Access and Retrieval System with Enhanced Query Translation and Document Retrieval. ACL/IJCNLP (Software Demonstrations) 2009: 21-24 - [c22]Hui Zhang, Min Zhang, Haizhou Li, AiTi Aw, Chew Lim Tan:
Forest-based Tree Sequence to String Translation Model. ACL/IJCNLP 2009: 172-180 - [c21]Deyi Xiong, Min Zhang, AiTi Aw, Haizhou Li:
A Syntax-Driven Bracketing Model for Phrase-Based Translation. ACL/IJCNLP 2009: 315-323 - [c20]Boxing Chen, Min Zhang, Haizhou Li, AiTi Aw:
A Comparative Study of Hypothesis Alignment and its Improvement for Machine Translation System Combination. ACL/IJCNLP 2009: 941-948 - [c19]Thuy Vu, AiTi Aw, Min Zhang:
Feature-Based Method for Document Alignment in Comparable News Corpora. EACL 2009: 843-851 - [c18]Deyi Xiong, Min Zhang, AiTi Aw, Haizhou Li:
Efficient Beam Thresholding for Statistical Machine Translation. MTSummit 2009 - [c17]Deyi Xiong, Min Zhang, AiTi Aw, Haizhou Li:
A Source Dependency Model for Statistical Machine Translation. MTSummit 2009 - 2008
- [j3]Min Zhang, Guodong Zhou, AiTi Aw:
Exploring syntactic structured features over parse trees for relation extraction using kernel methods. Inf. Process. Manag. 44(2): 687-701 (2008) - [j2]Wanxiang Che, Min Zhang, AiTi Aw, Chew Lim Tan, Ting Liu, Sheng Li:
Using a Hybrid Convolution Tree Kernel for Semantic Role Labeling. ACM Trans. Asian Lang. Inf. Process. 7(4): 13:1-13:23 (2008) - [j1]Min Zhang, Wanxiang Che, Guodong Zhou, AiTi Aw, Chew Lim Tan, Ting Liu, Sheng Li:
Semantic Role Labeling Using a Grammar-Driven Convolution Tree Kernel. IEEE Trans. Speech Audio Process. 16(7): 1315-1329 (2008) - [c16]Deyi Xiong, Min Zhang, AiTi Aw, Haizhou Li:
A Linguistically Annotated Reordering Model for BTG-based Statistical Machine Translation. ACL (2) 2008: 149-152 - [c15]Boxing Chen, Min Zhang, AiTi Aw, Haizhou Li:
Exploiting N-best Hypotheses for SMT Self-Enhancement. ACL (2) 2008: 157-160 - [c14]Min Zhang, Hongfei Jiang, AiTi Aw, Haizhou Li, Chew Lim Tan, Sheng Li:
A Tree Sequence Alignment-based Tree-to-Tree Translation Model. ACL 2008: 559-567 - [c13]Boxing Chen, Min Zhang, AiTi Aw, Haizhou Li:
Regenerating Hypotheses for Statistical Machine Translation. COLING 2008: 105-112 - [c12]Deyi Xiong, Min Zhang, AiTi Aw, Haizhou Li:
Linguistically Annotated BTG for Statistical Machine Translation. COLING 2008: 1009-1016 - [c11]Min Zhang, Hongfei Jiang, Haizhou Li, AiTi Aw, Sheng Li:
Grammar Comparison Study for Translational Equivalence Modeling and Statistical Machine Translation. COLING 2008: 1097-1104 - [c10]Min Zhang, Chengjie Sun, Haizhou Li, AiTi Aw, Chew Lim Tan, Xiaolong Wang:
Name Origin Recognition Using Maximum Entropy Model and Diverse Features. IJCNLP 2008: 56-63 - [c9]Deyi Xiong, Min Zhang, AiTi Aw, Haitao Mi, Qun Liu, Shouxun Lin:
Refinements in BTG-based Statistical Machine Translation. IJCNLP 2008: 505-512 - [c8]Thuy Vu, AiTi Aw, Min Zhang:
Term Extraction Through Unithood and Termhood Unification. IJCNLP 2008: 631-636 - [c7]Wanxiang Che, Min Zhang, AiTi Aw, Chew Lim Tan, Ting Liu, Sheng Li:
Fast Computing Grammar-driven Convolution Tree Kernel for Semantic Role Labeling. IJCNLP 2008: 781-786 - [c6]Boxing Chen, Deyi Xiong, Min Zhang, AiTi Aw, Haizhou Li:
I2r multi-pass machine translation system for IWSLT 2008. IWSLT 2008: 46-51 - [c5]Maxim Khalilov, Marta R. Costa-jussà, Carlos A. Henríquez Q., José A. R. Fonollosa, Adolfo Hernandez, José B. Mariño, Rafael E. Banchs, Boxing Chen, Min Zhang, AiTi Aw, Haizhou Li:
The TALP&I2r SMT systems for IWSLT 2008. IWSLT 2008: 116-123 - 2007
- [c4]Min Zhang, Wanxiang Che, AiTi Aw, Chew Lim Tan, Guodong Zhou, Ting Liu, Sheng Li:
A Grammar-driven Convolution Tree Kernel for Semantic Role Classification. ACL 2007 - [c3]Boxing Chen, Jun Sun, Hongfei Jiang, Min Zhang, Ai Ti Aw:
I2r Chinese-English translation system for IWSLT 2007. IWSLT 2007: 55-60 - [c2]Min Zhang, Hongfei Jiang, Ai Ti Aw, Jun Sun, Sheng Li, Chew Lim Tan:
A tree-to-tree alignment-based model for statistical machine translation. MTSummit 2007 - 2006
- [c1]AiTi Aw, Min Zhang, Juan Xiao, Jian Su:
A Phrase-Based Statistical Model for SMS Text Normalization. ACL 2006
Coauthor Index
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