Type-supervised sequence labeling based on the heterogeneous star graph for named entity recognition. - Xueru Wen; Changjiang Zhou; Haotian Tang; Luguang Liang; Yu Jiang 006; Hong Qi (CoRR, 2022)

Offline Pseudo Relevance Feedback for Efficient and Effective Single-pass Dense Retrieval. - Xueru Wen; Xiaoyang Chen; Xuanang Chen; Ben He; Le Sun 001 (SIGIR, 2023)

End-to-End Entity Detection with Proposer and Regressor. - Xueru Wen; Changjiang Zhou; Haotian Tang; Luguang Liang; Hong Qi; Yu Jiang 006 (Neural Process. Lett., 2023)

On-Policy Fine-grained Knowledge Feedback for Hallucination Mitigation. - Xueru Wen; Xinyu Lu; Xinyan Guan; Yaojie Lu 001; Hongyu Lin; Ben He; Xianpei Han; Le Sun 001 (CoRR, 2024)

Critic-CoT: Boosting the reasoning abilities of large language model via Chain-of-thoughts Critic. - Xin Zheng; Jie Lou; Boxi Cao; Xueru Wen; Yuqiu Ji; Hongyu Lin; Yaojie Lu 001; Xianpei Han; Debing Zhang; Le Sun 001 (CoRR, 2024)

Rethinking Reward Model Evaluation: Are We Barking up the Wrong Tree? - Xueru Wen; Jie Lou; Yaojie Lu 001; Hongyu Lin; Xing Yu; Xinyu Lu; Ben He; Xianpei Han; Debing Zhang; Le Sun 001 (CoRR, 2024)

Cheems: A Practical Guidance for Building and Evaluating Chinese Reward Models from Scratch. - Xueru Wen; Jie Lou; Zichao Li; Yaojie Lu 001; XingYu; Yuqiu Ji; Guohai Xu; Hongyu Lin; Ben He; Xianpei Han; Le Sun 001; Debing Zhang (ACL (1), 2025)

On-Policy Self-Alignment with Fine-grained Knowledge Feedback for Hallucination Mitigation. - Xueru Wen; Jie Lou; Xinyu Lu; Yuqiu Ji; Xinyan Guan; Yaojie Lu 001; Hongyu Lin; Ben He; Xianpei Han; Debing Zhang; Le Sun 001 (ACL (Findings), 2025)

Critic-CoT: Boosting the Reasoning Abilities of Large Language Model via Chain-of-Thought Critic. - Xin Zheng; Jie Lou; Boxi Cao; Xueru Wen; Yuqiu Ji; Hongyu Lin; Yaojie Lu 001; Xianpei Han; Debing Zhang; Le Sun 001 (ACL (Findings), 2025)

Rethinking Reward Model Evaluation: Are We Barking up the Wrong Tree? - Xueru Wen; Jie Lou; Yaojie Lu 001; Hongyu Lin; XingYu; Xinyu Lu; Ben He; Xianpei Han; Debing Zhang; Le Sun 001 (ICLR, 2025)

Transferable Post-training via Inverse Value Learning. - Xinyu Lu; Xueru Wen; Yaojie Lu 001; Bowen Yu 002; Hongyu Lin; Haiyang Yu 003; Le Sun 001; Xianpei Han; Yongbin Li (NAACL (Long Papers), 2025)

Scalable Oversight for Superhuman AI via Recursive Self-Critiquing. - Xueru Wen; Jie Lou; Xinyu Lu; Junjie Yang; Yanjiang Liu; Yaojie Lu 001; Debing Zhang; XingYu (CoRR, 2025)

Cheems: A Practical Guidance for Building and Evaluating Chinese Reward Models from Scratch. - Xueru Wen; Jie Lou; Zichao Li; Yaojie Lu 001; Xing Yu; Yuqiu Ji; Guohai Xu; Hongyu Lin; Ben He; Xianpei Han; Le Sun 001; Debing Zhang (CoRR, 2025)

The Devil Is in the Details: Tackling Unimodal Spurious Correlations for Generalizable Multimodal Reward Models. - Zichao Li; Xueru Wen; Jie Lou; Yuqiu Ji; Yaojie Lu 001; Xianpei Han; Debing Zhang; Le Sun 001 (CoRR, 2025)