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Publication date Communities Collections Article title Author(s) Journal/Conference
26 Jan 2026 SERC Institute for Infocomm Research Latent-RQ: Enhancing Speech Pre-training with Latent Representations and Random Quantization Muhammad Huzaifah, Hardik Sailor, Jeremy Wong, Nancy Chen, Ai Ti Aw Proceedings of the AAAI 2026 Workshop on Audio-Centric AI: Towards Real-World Multimodal Reasoning and Application Use Cases (Audio-AAAI)
5 Nov 2025 SERC Institute for Infocomm Research 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 Chen, JINYANG WU, AiTi Aw The 2025 Conference on Empirical Methods in Natural Language Processing (EMNLP 2025)
23 Oct 2025 SERC Institute for Infocomm Research Evaluation of a Chatbot to Support Telecarers in Patients’ Diabetes Management: An Embedded Mixed Methods Study Rebecca Ong Hui Shan, Hong Choon Oh, Bryan Choo Peide, Linette Tan Zhi Ai1, Melissa Gunn Hui Wen, Jin Wee Ng, Anne Teng Ching Ching, Sharon Ong Yu Bing, Angela Ng Hwee Koon, Winnie Soo Yi Ling, Lee Yian Chin, Halimah Binte Sarim, Geok Choo Lim, Junaidah Binte Ibrahim, Kryslyn Kae Mei Ying, JINYANG WU, Zhengyuan Liu, Mojisola Erdt, Siti Umairah Md Salleh, Siti Maryam Binte Ahmad Subaidi, Sakinah Binte Yusof, Nabilah Binte Md Johan, Kavineshaan Ramdas, Jia Shern Ang, Qi Yuan Tay, Nancy Chen, Yong Mong Bee, Pavitra Krishnaswamy, Joan Khoo Public Health and Occupational Medicine Conference (PHOM)
4 Aug 2025 SERC Institute for Infocomm Research COGENT: A Curriculum-oriented Framework for Generating Grade-appropriate Educational Content Zhengyuan Liu, Stella Xin Yin, Dion Hoe-Lian Goh, Nancy Chen Proceedings of the 20th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2025)
21 Jan 2025 SERC Institute for Infocomm Research DnA-Eval: Enhancing Large Language Model Evaluation through Decomposition and Aggregation Minzhi Li, Zhengyuan Liu, Shuming Deng, Shafiq Joty, Nancy Chen, Min-Yen Kan Proceedings of the 31st International Conference on Computational Linguistics
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