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5 Nov 2025
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SERC
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Institute for Infocomm Research
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Benchmarking Contextual and Paralinguistic Reasoning in Speech-LLMs: A Case Study with In-the-Wild Data
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Qiongqiong Wang,
Hardik B. Sailor,
Tianchi Liu,
Wenyu Zhang,
Muhammad Huzaifah,
Nattadaporn Lertcheva,
Shuo Sun,
Nancy Chen,
JINYANG WU,
AiTi Aw
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The 2025 Conference on Empirical Methods in Natural Language Processing (EMNLP 2025)
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11 Oct 2025
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SERC
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Institute for Infocomm Research
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MultiGen: Child-Friendly Multilingual Speech Generator with LLMs (Pending publish)
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Xiaoxue Gao,
Huayun Zhang,
Nancy Chen
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Companion Proceedings of the 27th International Conference on Multimodal Interaction
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4 Aug 2025
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SERC
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Institute for Infocomm Research
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COGENT: A Curriculum-oriented Framework for Generating Grade-appropriate Educational Content (Pending publish)
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Zhengyuan Liu,
Stella Xin Yin,
Dion Hoe-Lian Goh,
Nancy Chen
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Proceedings of the 20th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2025)
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21 Jan 2025
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SERC
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Institute for Infocomm Research
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DnA-Eval: Enhancing Large Language Model Evaluation through Decomposition and Aggregation (Pending publish)
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Minzhi Li,
Zhengyuan Liu,
Shuming Deng,
Shafiq Joty,
Nancy Chen,
Min-Yen Kan
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Proceedings of the 31st International Conference on Computational Linguistics
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22 Sep 2024
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SERC
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Institute for Infocomm Research
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Optimizing Code-Switching in Conversational Tutoring Systems: A Pedagogical Framework and Evaluation
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Zhengyuan Liu,
Stella Xin Yin,
Nancy Chen
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Proceedings of the 25th Annual Meeting of the Special Interest Group on Discourse and Dialogue
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30 Jul 2024
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SERC
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Institute for Infocomm Research
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Scaffolding Language Learning via Multi-modal Tutoring Systems with Pedagogical Instructions
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Zhengyuan Liu,
Xin Yin,
Carolyn Lee,
Nancy Chen
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IEEE CAI 2024 - IEEE Conference on Artificial Intelligence
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1 Jul 2024
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SERC
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Institute for Infocomm Research
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Context Aggregation with Topic-focused Summarization for Personalized Medical Dialogue Generation
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Zhengyuan Liu,
Siti Salleh,
Pavitra Krishnaswamy,
Nancy Chen
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Proceedings of the 6th Clinical Natural Language Processing Workshop
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15 Jun 2024
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SERC
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Institute for Infocomm Research
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Exploring Self-supervised Logic-enhanced Training for Large Language Models
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Fangkai Jiao,
Zhiyang Teng,
Bosheng Ding,
Zhengyuan Liu,
Nancy Chen,
Shafiq Joty
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2024 Annual Conference of the North American Chapter of the Association for Computational Linguistics
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20 Dec 2023
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SERC
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Institute for Infocomm Research
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MULTIPLE OUTPUT SAMPLES PER INPUT IN A SINGLE-OUTPUT GAUSSIAN PROCESS
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Jeremy Wong,
Huayun Zhang,
Nancy Chen
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Symposium for Celebrating 40 Years of Bayesian Learning in Speech and Language Processing and Beyond
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10 Dec 2023
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SERC
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Institute for Infocomm Research
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In-context Learning of Large Language Models for Controlled Dialogue Summarization: A Holistic Benchmark and Empirical Analysis
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Yuting Tang,
Ratish Puduppully,
Zhengyuan Liu,
Nancy Chen
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Proceedings of the 4th New Frontiers in Summarization Workshop
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