Improving Temporal Generalization of Pre-trained Language Models with Lexical Semantic Change. - Zhaochen Su; Zecheng Tang; Xinyan Guan; Lijun Wu 003; Min Zhang 005; Juntao Li (EMNLP, 2022)

DLUE: Benchmarking Document Language Understanding. - Ruoxi Xu; Hongyu Lin; Xinyan Guan; Xianpei Han; Yingfei Sun; Le Sun 001 (CoRR, 2023)

Mitigating Large Language Model Hallucinations via Autonomous Knowledge Graph-Based Retrofitting. - Xinyan Guan; Yanjiang Liu; Hongyu Lin; Yaojie Lu 001; Ben He; Xianpei Han; Le Sun 001 (AAAI, 2024)

REInstruct: Building Instruction Data from Unlabeled Corpus. - Shu Chen; Xinyan Guan; Yaojie Lu 001; Hongyu Lin; Xianpei Han; Le Sun 001 (ACL (Findings), 2024)

DLUE: Benchmarking Document Language Understanding. - Ruoxi Xu; Hongyu Lin; Xinyan Guan; Yingfei Sun; Le Sun 001 (CCL, 2024)

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)

Search, Verify and Feedback: Towards Next Generation Post-training Paradigm of Foundation Models via Verifier Engineering. - Xinyan Guan; Yanjiang Liu; Xinyu Lu; Boxi Cao; Ben He; Xianpei Han; Le Sun 001; Jie Lou; Bowen Yu 002; Yaojie Lu 001; Hongyu Lin (CoRR, 2024)

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)

Sparse Latents Steer Retrieval-Augmented Generation. - Chunlei Xin; Shuheng Zhou 001; Huijia Zhu; Weiqiang Wang; Xuanang Chen; Xinyan Guan; Yaojie Lu 001; Hongyu Lin; Xianpei Han; Le Sun 001 (ACL (1), 2025)

PPTAgent: Generating and Evaluating Presentations Beyond Text-to-Slides. - Hao Zheng; Xinyan Guan; Hao Kong; Jia Zheng 009; Hongyu Lin; Yaojie Lu 001; Ben He; Xianpei Han; Le Sun 001 (CoRR, 2025)

DeepRAG: Thinking to Retrieval Step by Step for Large Language Models. - Xinyan Guan; Jiali Zeng; Fandong Meng; Chunlei Xin; Yaojie Lu 001; Hongyu Lin; Xianpei Han; Le Sun 001; Jie Zhou 016 (CoRR, 2025)

ConsistentChat: Building Skeleton-Guided Consistent Dialogues for Large Language Models from Scratch. - Jiawei Chen 011; Xinyan Guan; Qianhao Yuan; Guozhao Mo; Weixiang Zhou; Yaojie Lu 001; Hongyu Lin; Ben He; Le Sun 001; Xianpei Han (CoRR, 2025)

Dissecting Long Reasoning Models: An Empirical Study. - Yongyu Mu; Jiali Zeng; Bei Li; Xinyan Guan; Fandong Meng; Jie Zhou 016; Tong Xiao; Jingbo Zhu (CoRR, 2025)

ECGTwin: Personalized ECG Generation Using Controllable Diffusion Model. - Yongfan Lai; Bo Liu; Xinyan Guan; Qinghao Zhao; Hongyan Li 002; Shenda Hong (CoRR, 2025)