Flexibly Utilize Memory for Long-Term Conversation via a Fragment-then-Compose Framework.
Cai Ke, Yiming Du, Bin Liang, Yifan Xiang, Lin Gui, Zhongyang Li, Baojun Wang, Yue Yu, Hui Wang, Kam-Fai Wong, Ruifeng Xu.
EMNLP. 2025 (Long, Main) 📖 [
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MemeReaCon: Probing Contextual Meme Understanding in Large Vision-Language Models.
Zhengyi Zhao, Shubo Zhang, Yuxi Zhang, Yanxi Zhao, Yifan Zhang, Zezhong Wang, Huimin Wang, Yutian Zhao, Bin Liang, Yefeng Zheng, Binyang Li, Kam-Fai Wong, Xian Wu.
EMNLP. 2025 (Long, Main) 📖 [
PDF]
T^2: An Adaptive Test-Time Scaling Strategy for Contextual Question Answering.
Zhengyi Zhao, Shubo Zhang, Zezhong Wang, Huimin Wang, Yutian Zhao, Bin Liang, Yefeng Zheng, Binyang Li, Kam-Fai Wong, Xian Wu.
EMNLP. 2025 (Long, Main) 📖 [
PDF]
Stepwise Reasoning Checkpoint Analysis: A Test Time Scaling Method to Enhance LLMs' Reasoning.
Zezhong Wang, Xingshan Zeng, Weiwen Liu, Yufei Wang, Liangyou Li, Yasheng Wang, Lifeng Shang, Xin Jiang, Qun Liu, Kam-Fai Wong.
EMNLP. 2025 (Long, Main) 📖 [
PDF]
Rethinking Stateful Tool Use in Multi-Turn Dialogues: Benchmarks and Challenges.
Hongru Wang, Wenyu Huang, Yufei Wang, Yuanhao Xi, Jianqiao Lu, Huan Zhang, Nan Hu, Zeming Liu, Jeff Z. Pan, Kam-Fai Wong.
ACL. 2025 (Long, Findings) 📖 [
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COPR: Continual Human Preference Learning via Optimal Policy Regularization.
Han Zhang, Lin Gui, Yu Lei, Yuanzhao Zhai, Yehong Zhang, Yulan He, Hui Wang, Yue Yu, Kam-Fai Wong, Bin Liang, Ruifeng Xu.
ACL. 2025 (Long, Findings) 📖 [
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Chain-of-Probe: Examing the Necessity and Accuracy of CoT Step-by-Step.
Zezhong Wang, Xingshan Zeng, Weiwen Liu, Yufei Wang, Liangyou Li, Yasheng Wang, Lifeng Shang, Xin Jiang, Qun Liu, Kam-Fai Wong.
NAACL. 2025 (Long, Main) 📖 [
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Improving Factual Consistency for Knowledge-Grounded Dialogue Systems via Knowledge Enhancement and Alignment.
Boyang Xue, Weichao Wang, Hongru Wang, Fei Mi, Rui Wang, Yasheng Wang, Lifeng Shang, Xin Jiang, Qun Liu, Kam-Fai Wong.
EMNLP. 2023. (Long, Findings) 📖 [
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Large Language Models as Source Planner for Personalized Knowledge-grounded Dialogues.
Hongru Wang, Minda Hu, Yang Deng, Rui Wang, Fei Mi, Weichao Wang, Yasheng Wang, Wai-Chung Kwan, Irwin King, Kam-Fai Wong.
EMNLP. 2023. (Long, Findings) 📖 [
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Pythagoras Project Overview (EP7091).
Kam-Fai Wong, M. Howard Williams, S. Leunig, Martin L. Kersten, M. Jean-Noel, Béatrice Finance, Benoît Dageville, Michel Couprie, Phil Broughton, Didier Boudigue, Björn Bergsten, Frédéric Andrès.
PARLE. 1993. 📖 [
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