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Publication date Communities Collections Article title Author(s) Journal/Conference
22 Sep 2024 SERC Institute for Infocomm Research Optimizing Code-Switching in Conversational Tutoring Systems: A Pedagogical Framework and Evaluation Zhengyuan Liu, Stella Xin Yin, Nancy Chen Proceedings of the 25th Annual Meeting of the Special Interest Group on Discourse and Dialogue
30 Jul 2024 SERC Institute for Infocomm Research Scaffolding Language Learning via Multi-modal Tutoring Systems with Pedagogical Instructions Zhengyuan Liu, Xin Yin, Carolyn Lee, Nancy Chen IEEE CAI 2024 - IEEE Conference on Artificial Intelligence
1 Jul 2024 SERC Institute for Infocomm Research Context Aggregation with Topic-focused Summarization for Personalized Medical Dialogue Generation Zhengyuan Liu, Siti Salleh, Pavitra Krishnaswamy, Nancy Chen Proceedings of the 6th Clinical Natural Language Processing Workshop
15 Jun 2024 SERC Institute for Infocomm Research Exploring Self-supervised Logic-enhanced Training for Large Language Models Fangkai Jiao, Zhiyang Teng, Bosheng Ding, Zhengyuan Liu, Nancy Chen, Shafiq Joty 2024 Annual Conference of the North American Chapter of the Association for Computational Linguistics
20 Dec 2023 SERC Institute for Infocomm Research MULTIPLE OUTPUT SAMPLES PER INPUT IN A SINGLE-OUTPUT GAUSSIAN PROCESS Jeremy Wong, Huayun Zhang, Nancy Chen Symposium for Celebrating 40 Years of Bayesian Learning in Speech and Language Processing and Beyond
10 Dec 2023 SERC Institute for Infocomm Research In-context Learning of Large Language Models for Controlled Dialogue Summarization: A Holistic Benchmark and Empirical Analysis Yuting Tang, Ratish Puduppully, Zhengyuan Liu, Nancy Chen Proceedings of the 4th New Frontiers in Summarization Workshop
10 Dec 2023 SERC Institute for Infocomm Research DecoMT: Decomposed Prompting for Machine Translation Between Related Languages using Large Language Models Ratish Puduppully, Anoop Kunchukuttan, Raj Dabre, Ai Ti Aw, Nancy Chen Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing
10 Dec 2023 SERC Institute for Infocomm Research 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 Chen Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing: Industry Track
10 Dec 2023 SERC Institute for Infocomm Research CoAnnotating: Uncertainty-Guided Work Allocation between Human and Large Language Models for Data Annotation Minzhi Li, Taiwei Shi, Caleb Ziems, Min-Yen Kan, Nancy Chen, Zhengyuan Liu, Diyi Yang Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing
10 Dec 2023 SERC Institute for Infocomm Research Multi-label and Multi-target Sampling of Machine Annotation for Computational Stance Detection Zhengyuan Liu, Hai Chieu, Nancy Chen Findings of the Association for Computational Linguistics: EMNLP 2023