Augmenting Large Language Model Translators via Translation Memories. - Yongyu Mu; Abudurexiti Reheman; Zhiquan Cao; Yuchun Fan; Bei Li; Yinqiao Li; Tong Xiao; Chunliang Zhang; Jingbo Zhu (ACL (Findings), 2023)

Advancing Large Language Model Attribution through Self-Improving. - Lei Huang 021; Xiaocheng Feng; Weitao Ma; Liang Zhao; Yuchun Fan; Weihong Zhong; Dongliang Xu; Qing Yang 033; Hongtao Liu; Bing Qin 001 (EMNLP, 2024)

Cross-layer Attention Sharing for Large Language Models. - Yongyu Mu; Yuzhang Wu; Yuchun Fan; Chenglong Wang 002; Hengyu Li; Qiaozhi He; Murun Yang; Tong Xiao; Jingbo Zhu (CoRR, 2024)

NDP: Next Distribution Prediction as a More Broad Target. - Junhao Ruan; Abudukeyumu Abudula; Xinyu Liu; Bei Li; Yinqiao Li; Chenglong Wang 002; Yuchun Fan; Yuan Ge 001; Tong Xiao; Jingbo Zhu (CoRR, 2024)

Alleviating Hallucinations from Knowledge Misalignment in Large Language Models via Selective Abstention Learning. - Lei Huang 021; Xiaocheng Feng; Weitao Ma; Yuchun Fan; Xiachong Feng; Yuxuan Gu; Yangfan Ye; Liang Zhao; Weihong Zhong; Baoxin Wang; Dayong Wu; Guoping Hu; et al. (ACL (1), 2025)

Improving Contextual Faithfulness of Large Language Models via Retrieval Heads-Induced Optimization. - Lei Huang 021; Xiaocheng Feng; Weitao Ma; Yuchun Fan; Xiachong Feng; Yangfan Ye; Weihong Zhong; Yuxuan Gu; Baoxin Wang; Dayong Wu; Guoping Hu; Bing Qin 001 (ACL (1), 2025)

SLAM: Towards Efficient Multilingual Reasoning via Selective Language Alignment. - Yuchun Fan; Yongyu Mu; Yilin Wang; Lei Huang; Junhao Ruan; Bei Li; Tong Xiao; Shujian Huang; Xiaocheng Feng; Jingbo Zhu (COLING, 2025)

ClueAnchor: Clue-Anchored Knowledge Reasoning Exploration and Optimization for Retrieval-Augmented Generation. - Hao Chen; Yukun Yan; Sen Mei; Wanxiang Che; Zhenghao Liu 001; Qi Shi 002; Xinze Li; Yuchun Fan; Pengcheng Huang 004; Qiushi Xiong; Zhiyuan Liu 001; Maosong Sun 001 (CoRR, 2025)