| 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 |
| 2026 | ACL | Programming over Thinking: Efficient and Robust Multi-Constraint Planning. | Derrick Goh Xin Deik, Quanyu Long, Zhengyuan Liu, Nancy F. Chen, Wenya Wang |
| 2026 | ACL | Can Persona-Prompted LLMs Emulate Subgroup Values? An Empirical Analysis of Generalisability and Fairness in Cultural Alignment. | Bryan Chen Zhengyu Tan, Zhengyuan Liu, Xiaoyuan Yi, Jing Yao, Xing Xie, Nancy F. Chen, Roy Ka-Wei Lee |
| 2026 | ACL | MMAC: A Multilingual, Multimodal Alignment Framework for Cultural Grounding Evaluation. | Weihua Zheng, Zhengyuan Liu, Tanmoy Chakraborty, Weiwen Xu, Xiaoxue Gao, Bryan Chen Zhengyu Tan, Bowei Zou, Chang Liu, Yujia Hu, Xing Xie, Xiaoyuan Yi, Jing Yao, Chaojun Wang, Long Li, Rui Liu, Huiyao Liu, Koji Inoue, Ryuichi Sumida, Tatsuya Kawahara, Fan Xu, Lingyu Ye, Wei Tian, Dongjun Kim, Jimin Jung, Jaehyung Seo, Nadya Yuki Wangsajaya, Pham Minh Duc, Ojasva Saxena, Palash Nandi, Xiyan Tao, Wiwik Karlina, Tuan Luong, Keertana Arun Vasan, Roy Ka-Wei Lee, Nancy F. Chen |
| 2026 | AIED | Leveraging LLMs for Dynamic Engagement Pattern Recognition in Collaborative Learning. | Stella Xin Yin, Zhengyuan Liu, Dion Hoe-Lian Goh, Nancy F. Chen |
| 2026 | EACL | BLEnD-Vis: Benchmarking Multimodal Cultural Understanding in Vision Language Models. | Bryan Chen Zhengyu Tan, Weihua Zheng, Zhengyuan Liu, Nancy F. Chen, Hwaran Lee, Kenny Tsu Wei Choo, Roy Ka-Wei Lee |
| 2026 | SIGdial | Bridging Talk and Thought: Understanding Dialogue Dynamics Across Collaborative Problem-Solving Contexts. | Zhengyuan Liu, Stella Xin Yin, Min-Yen Kan, Nancy F. Chen |
| 2026 | SIGdial | SagaQA: A Multi-hop Reasoning Benchmark for Long-form Narrative Understanding in TV Series. | Galann Pennec, Zhengyuan Liu, Nicholas Asher, Philippe Muller, Nancy F. Chen |
| 2025 | ACL | SingaKids: A Multilingual Multimodal Dialogic Tutor for Language Learning. | Zhengyuan Liu, Geyu Lin, Hui Li Tan, Huayun Zhang, Yanfeng Lu, Xiaoxue Gao, Stella Xin Yin, He Sun, Hock Huan Goh, Lung-Hsiang Wong, Nancy F. Chen |
| 2025 | ACL | Reinforcing Compositional Retrieval: Retrieving Step-by-Step for Composing Informative Contexts. | Quanyu Long, Jianda Chen, Zhengyuan Liu, Nancy F. Chen, Wenya Wang, Sinno Jialin Pan |
| 2025 | COLING | DnA-Eval: Enhancing Large Language Model Evaluation through Decomposition and Aggregation. | Minzhi Li, Zhengyuan Liu, Shumin Deng, Shafiq Joty, Nancy F. Chen, Min-Yen Kan |
| 2025 | COLING | CrossIn: An Efficient Instruction Tuning Approach for Cross-Lingual Knowledge Alignment. | Geyu Lin, Bin Wang, Zhengyuan Liu, Nancy F. Chen |
| 2025 | EMNLP | Persuasion Dynamics in LLMs: Investigating Robustness and Adaptability in Knowledge and Safety with DuET-PD. | Bryan Chen Zhengyu Tan, Daniel Wai Kit Chin, Zhengyuan Liu, Nancy F. Chen, Roy Ka-Wei Lee |
| 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 | Integrating Video and Text: A Balanced Approach to Multimodal Summary Generation and Evaluation. | Galann Pennec, Zhengyuan Liu, Nicholas Asher, Philippe Muller, Nancy F. Chen |
| 2025 | LAK | Scaling Up Collaborative Dialogue Analysis: An AI-driven Approach to Understanding Dialogue Patterns in Computational Thinking Education. | Stella Xin Yin, Zhengyuan Liu, Dion Hoe-Lian Goh, Choon Lang Quek, Nancy F. Chen |
| 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 | EMNLP | Learning Planning-based Reasoning by Trajectories Collection and Process Reward Synthesizing. | Fangkai Jiao, Chengwei Qin, Zhengyuan Liu, Nancy F. Chen, Shafiq Joty |
| 2024 | EMNLP | In2Core: Leveraging Influence Functions for Coreset Selection in Instruction Finetuning of Large Language Models. | Ayrton San Joaquin, Bin Wang, Zhengyuan Liu, Philippe Muller, Nicholas Asher, Brian Lim, Nancy F. Chen |
| 2024 | EMNLP | Personality-aware Student Simulation for Conversational Intelligent Tutoring Systems. | Zhengyuan Liu, Stella Xin Yin, Geyu Lin, Nancy F. Chen |
| 2024 | EMNLP | Resilience of Large Language Models for Noisy Instructions. | Bin Wang, Chengwei Wei, Zhengyuan Liu, Geyu Lin, Nancy F. Chen |
| 2024 | NAACL | Exploring Self-supervised Logic-enhanced Training for Large Language Models. | Fangkai Jiao, Zhiyang Teng, Bosheng Ding, Zhengyuan Liu, Nancy F. Chen, Shafiq Joty |
| 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 |
| 2024 | SIGdial | Optimizing Code-Switching in Conversational Tutoring Systems: A Pedagogical Framework and Evaluation. | Zhengyuan Liu, Stella Xin Yin, Nancy F. Chen |
| 2023 | ACL | Guiding Computational Stance Detection with Expanded Stance Triangle Framework. | Zhengyuan Liu, Yong Keong Yap, Hai Leong Chieu, Nancy F. Chen |
| 2023 | ACL | Fantastic Expressions and Where to Find Them: Chinese Simile Generation with Multiple Constraints. | Kexin Yang, Dayiheng Liu, Wenqiang Lei, Baosong Yang, Xiangpeng Wei, Zhengyuan Liu, Jun Xie |
| 2023 | EMNLP | CoAnnotating: Uncertainty-Guided Work Allocation between Human and Large Language Models for Data Annotation. | Minzhi Li, Taiwei Shi, Caleb Ziems, Min-Yen Kan, Nancy F. Chen, Zhengyuan Liu, Diyi Yang |
| 2023 | EMNLP | Multi-label and Multi-target Sampling of Machine Annotation for Computational Stance Detection. | Zhengyuan Liu, Hai Leong Chieu, Nancy F. Chen |
| 2023 | EMNLP | Joint Dialogue Topic Segmentation and Categorization: A Case Study on Clinical Spoken Conversations. | Zhengyuan Liu, Siti Umairah Md. Salleh, Hong Choon Oh, Pavitra Krishnaswamy, Nancy F. Chen |
| 2023 | EMNLP | Instructive Dialogue Summarization with Query Aggregations. | Bin Wang, Zhengyuan Liu, Nancy F. Chen |
| 2023 | HCI | Understanding Public Perceptions of K-12 Computational Thinking Education Through an Analysis of Quora. | Stella Xin Yin, Dion Hoe-Lian Goh, Choon Lang Quek, Zhengyuan Liu |
| 2023 | ICASSP | Picking the Underused Heads: A Network Pruning Perspective of Attention Head Selection for Fusing Dialogue Coreference Information. | Zhengyuan Liu, Nancy F. Chen |
| 2022 | ACL | N-Shot Learning for Augmenting Task-Oriented Dialogue State Tracking. | Ibrahim Taha Aksu, Zhengyuan Liu, Min-Yen Kan, Nancy F. Chen |
| 2022 | COLING | Singlish Message Paraphrasing: A Joint Task of Creole Translation and Text Normalization. | Zhengyuan Liu, Shikang Ni, Ai Ti Aw, Nancy F. Chen |
| 2022 | Interspeech | Dynamic Sliding Window Modeling for Abstractive Meeting Summarization. | Zhengyuan Liu, Nancy F. Chen |
| 2022 | NAACL | Learning from Bootstrapping and Stepwise Reinforcement Reward: A Semi-Supervised Framework for Text Style Transfer. | Zhengyuan Liu, Nancy F. Chen |
| 2022 | SIGdial | Entity-based De-noising Modeling for Controllable Dialogue Summarization. | Zhengyuan Liu, Nancy F. Chen |
| 2021 | CNSM | Intelligent and Energy-efficient Distributed Resource Allocation for 5G Cloud Radio Access Networks. | Zhengyuan Liu, Peng Yu, Fanqin Zhou, Lei Feng, Wenjing Li |
| 2021 | EMNLP | Controllable Neural Dialogue Summarization with Personal Named Entity Planning. | Zhengyuan Liu, Nancy F. Chen |
| 2021 | SIGdial | Velocidapter: Task-oriented Dialogue Comprehension Modeling Pairing Synthetic Text Generation with Domain Adaptation. | Taha Aksu, Zhengyuan Liu, Min-Yen Kan, Nancy F. Chen |
| 2021 | SIGdial | Coreference-Aware Dialogue Summarization. | Zhengyuan Liu, Ke Shi, Nancy F. Chen |
| 2020 | COLING | Uncertainty Modeling for Machine Comprehension Systems using Efficient Bayesian Neural Networks. | Zhengyuan Liu, Pavitra Krishnaswamy, Ai Ti Aw, Nancy F. Chen |
| 2020 | COLING | Multilingual Neural RST Discourse Parsing. | Zhengyuan Liu, Ke Shi, Nancy F. Chen |
| 2020 | EMNLP | Conditional Neural Generation using Sub-Aspect Functions for Extractive News Summarization. | Zhengyuan Liu, Ke Shi, Nancy F. Chen |
| 2019 | ACL | Reading Turn by Turn: Hierarchical Attention Architecture for Spoken Dialogue Comprehension. | Zhengyuan Liu, Nancy F. Chen |
| 2019 | ASRU | Topic-Aware Pointer-Generator Networks for Summarizing Spoken Conversations. | Zhengyuan Liu, Angela Ng, Sheldon Lee Shao Guang, Ai Ti Aw, Nancy F. Chen |
| 2019 | NAACL | Fast Prototyping a Dialogue Comprehension System for Nurse-Patient Conversations on Symptom Monitoring. | Zhengyuan Liu, Jia Hui Hazel Lim, Nur Farah Ain Binte Sahimi, Shao Chuen Tong, Sharon Ong, Angela Ng, Sheldon Lee Shao Guang, Michael Ross Macdonald, Savitha Ramasamy, Pavitra Krishnaswamy, Wai Leng Chow, Nancy F. Chen |