| 2026 | AAAI | AdaMCoT: Rethinking Cross-Lingual Factual Reasoning Through Adaptive Multilingual Chain-of-Thought. | Weihua Zheng, Xin Huang, Zhengyuan Liu, Tarun Kumar Vangani, Bowei Zou, Xiyan Tao, Yuhao Wu, AiTi Aw, Nancy F. Chen, Roy Ka-Wei Lee |
| 2025 | ACL | MERaLiON-AudioLLM: Advancing Speech and Language Understanding for Singapore. | Yingxu He, Zhuohan Liu, Geyu Lin, Shuo Sun, Bin Wang, Wenyu Zhang, Xunlong Zou, Nancy F. Chen, AiTi Aw |
| 2025 | ACL | Enhancing Event-centric News Cluster Summarization via Data Sharpening and Localization Insights. | Longyin Zhang, Bowei Zou, AiTi Aw |
| 2025 | ASRU | MNSC: Advancing Singlish Speech Understanding with Carefully Curated Corpora. | Bin Wang, Xunlong Zou, Shuo Sun, Wenyu Zhang, Yingxu He, Zhuohan Liu, Chengwei Wei, Nancy F. Chen, AiTi Aw |
| 2025 | EMNLP | A Benchmark for Translations Across Styles and Language Variants. | Xin Tan, Bowei Zou, AiTi Aw |
| 2025 | EMNLP | Benchmarking Contextual and Paralinguistic Reasoning in Speech-LLMs: A Case Study with In-the-Wild Data. | Qiongqiong Wang, Hardik B. Sailor, Tianchi Liu, Wenyu Zhang, Muhammad Huzaifah, Nattadaporn Lertcheva, Shuo Sun, Nancy F. Chen, Jinyang Wu, AiTi Aw |
| 2025 | EMNLP | CCL-XCoT: An Efficient Cross-Lingual Knowledge Transfer Method for Mitigating Hallucination Generation. | Weihua Zheng, Roy Ka-Wei Lee, Zhengyuan Liu, Wu Kui, AiTi Aw, Bowei Zou |
| 2025 | IJCNLP | IFEval-Audio: Benchmarking Instruction-Following Capability in Audio-based Large Language Models. | Yiming Gao, Bin Wang, Chengwei Wei, Shuo Sun, AiTi Aw |
| 2025 | IJCNLP | Beyond Classification: Towards Speech Emotion Reasoning with Multitask AudioLLMs. | Wenyu Zhang, Yingxu He, Geyu Lin, Zhuohan Liu, Shuo Sun, Bin Wang, Xunlong Zou, Jeremy H. M. Wong, Qiongqiong Wang, Hardik Bhupendra Sailor, Nancy F. Chen, AiTi Aw |
| 2025 | NAACL | AudioBench: A Universal Benchmark for Audio Large Language Models. | Bin Wang, Xunlong Zou, Geyu Lin, Shuo Sun, Zhuohan Liu, Wenyu Zhang, Zhengyuan Liu, AiTi Aw, Nancy F. Chen |
| 2024 | ACL | Comprehensive Abstractive Comment Summarization with Dynamic Clustering and Chain of Thought. | Longyin Zhang, Bowei Zou, Jacintha Yi, AiTi Aw |
| 2024 | NAACL | An NLP-Focused Pilot Training Agent for Safe and Efficient Aviation Communication. | Xiaochen Liu, Bowei Zou, AiTi Aw |
| 2024 | NAACL | SeaEval for Multilingual Foundation Models: From Cross-Lingual Alignment to Cultural Reasoning. | Bin Wang, Zhengyuan Liu, Xin Huang, Fangkai Jiao, Yang Ding, AiTi Aw, Nancy F. Chen |
| 2023 | EMNLP | Leveraging Contrastive Learning and Knowledge Distillation for Incomplete Modality Rumor Detection. | Fan Xu, Pinyun Fu, Qi Huang, Bowei Zou, AiTi Aw, Mingwen Wang |
| 2022 | NAACL | Capturing Conversational Interaction for Question Answering via Global History Reasoning. | Jin Qian, Bowei Zou, Mengxing Dong, Xiao Li, AiTi Aw, Yu Hong |
| 2020 | COLING | NUT-RC: Noisy User-generated Text-oriented Reading Comprehension. | Rongtao Huang, Bowei Zou, Yu Hong, Wei Zhang, AiTi Aw, Guodong Zhou |
| 2020 | EMNLP | GCDST: A Graph-based and Copy-augmented Multi-domain Dialogue State Tracking. | Peng Wu, Bowei Zou, Ridong Jiang, AiTi Aw |
| 2019 | EMNLP | Negative Focus Detection via Contextual Attention Mechanism. | Longxiang Shen, Bowei Zou, Yu Hong, Guodong Zhou, Qiaoming Zhu, AiTi Aw |
| 2016 | COLING | A Word Labeling Approach to Thai Sentence Boundary Detection and POS Tagging. | Nina Zhou, AiTi Aw, Nattadaporn Lertcheva, Xuancong Wang |
| 2014 | ACL | A Rule-Augmented Statistical Phrase-based Translation System. | Cong Duy Vu Hoang, AiTi Aw, Nhung T. H. Nguyen |
| 2014 | LREC | TaLAPi ― A Thai Linguistically Annotated Corpus for Language Processing. | AiTi Aw, Sharifah Aljunied Mahani, Nattadaporn Lertcheva, Sasiwimon Kalunsima |
| 2010 | COLING | EM-based Hybrid Model for Bilingual Terminology Extraction from Comparable Corpora. | Lianhau Lee, AiTi Aw, Min Zhang, Haizhou Li |
| 2009 | ACL | A Comparative Study of Hypothesis Alignment and its Improvement for Machine Translation System Combination. | Boxing Chen, Min Zhang, Haizhou Li, AiTi Aw |
| 2009 | ACL | MARS: Multilingual Access and Retrieval System with Enhanced Query Translation and Document Retrieval. | Lianhau Lee, AiTi Aw, Thuy Vu, Sharifah Aljunied Mahani, Min Zhang, Haizhou Li |
| 2009 | ACL | A Syntax-Driven Bracketing Model for Phrase-Based Translation. | Deyi Xiong, Min Zhang, AiTi Aw, Haizhou Li |
| 2009 | ACL | Forest-based Tree Sequence to String Translation Model. | Hui Zhang, Min Zhang, Haizhou Li, AiTi Aw, Chew Lim Tan |
| 2009 | EACL | Feature-Based Method for Document Alignment in Comparable News Corpora. | Thuy Vu, AiTi Aw, Min Zhang |
| 2008 | ACL | Exploiting N-best Hypotheses for SMT Self-Enhancement. | Boxing Chen, Min Zhang, AiTi Aw, Haizhou Li |
| 2008 | ACL | A Linguistically Annotated Reordering Model for BTG-based Statistical Machine Translation. | Deyi Xiong, Min Zhang, AiTi Aw, Haizhou Li |
| 2008 | ACL | A Tree Sequence Alignment-based Tree-to-Tree Translation Model. | Min Zhang, Hongfei Jiang, AiTi Aw, Haizhou Li, Chew Lim Tan, Sheng Li |
| 2008 | COLING | Regenerating Hypotheses for Statistical Machine Translation. | Boxing Chen, Min Zhang, AiTi Aw, Haizhou Li |
| 2008 | COLING | Linguistically Annotated BTG for Statistical Machine Translation. | Deyi Xiong, Min Zhang, AiTi Aw, Haizhou Li |
| 2008 | COLING | Grammar Comparison Study for Translational Equivalence Modeling and Statistical Machine Translation. | Min Zhang, Hongfei Jiang, Haizhou Li, AiTi Aw, Sheng Li |
| 2008 | IJCNLP | Fast Computing Grammar-driven Convolution Tree Kernel for Semantic Role Labeling. | Wanxiang Che, Min Zhang, AiTi Aw, Chew Lim Tan, Ting Liu, Sheng Li |
| 2008 | IJCNLP | Term Extraction Through Unithood and Termhood Unification. | Thuy Vu, AiTi Aw, Min Zhang |
| 2008 | IJCNLP | Refinements in BTG-based Statistical Machine Translation. | Deyi Xiong, Min Zhang, AiTi Aw, Haitao Mi, Qun Liu, Shouxun Lin |
| 2008 | IJCNLP | Name Origin Recognition Using Maximum Entropy Model and Diverse Features. | Min Zhang, Chengjie Sun, Haizhou Li, AiTi Aw, Chew Lim Tan, Xiaolong Wang |
| 2007 | ACL | A Grammar-driven Convolution Tree Kernel for Semantic Role Classification. | Min Zhang, Wanxiang Che, AiTi Aw, Chew Lim Tan, Guodong Zhou, Ting Liu, Sheng Li |
| 2006 | ACL | A Phrase-Based Statistical Model for SMS Text Normalization. | AiTi Aw, Min Zhang, Juan Xiao, Jian Su |