Honey or Poison? Solving the Trigger Curse in Few-shot Event Detection via Causal Intervention. - Jiawei Chen 011; Hongyu Lin; Xianpei Han; Le Sun 001 (EMNLP (1), 2021)

Few-shot Named Entity Recognition with Self-describing Networks. - Jiawei Chen 011; Qing Liu; Hongyu Lin; Xianpei Han; Le Sun 001 (ACL (1), 2022)

Learning In-context Learning for Named Entity Recognition. - Jiawei Chen 011; Yaojie Lu 001; Hongyu Lin; Jie Lou; Wei Jia; Dai Dai; Hua Wu 003; Boxi Cao; Xianpei Han; Le Sun 001 (ACL (1), 2023)

Retentive or Forgetful? Diving into the Knowledge Memorizing Mechanism of Language Models. - Boxi Cao; Qiaoyu Tang; Hongyu Lin; Xianpei Han; Jiawei Chen 011; Tianshu Wang 002; Le Sun 001 (CoRR, 2023)

Benchmarking Large Language Models in Retrieval-Augmented Generation. - Jiawei Chen 011; Hongyu Lin; Xianpei Han; Le Sun 001 (AAAI, 2024)

Few-shot Named Entity Recognition via Superposition Concept Discrimination. - Jiawei Chen 011; Hongyu Lin; Xianpei Han; Yaojie Lu 001; Shanshan Jiang 001; Bin Dong 003; Le Sun 001 (LREC/COLING, 2024)

Retentive or Forgetful? Diving into the Knowledge Memorizing Mechanism of Language Models. - Boxi Cao; Qiaoyu Tang; Hongyu Lin; Shanshan Jiang 001; Bin Dong 003; Xianpei Han; Jiawei Chen 011; Tianshu Wang 002; Le Sun 001 (LREC/COLING, 2024)

Self-Retrieval: End-to-End Information Retrieval with One Large Language Model. - Qiaoyu Tang; Jiawei Chen 011; Zhuoqun Li; Bowen Yu 002; Yaojie Lu 001; Cheng Fu 003; Haiyang Yu 003; Hongyu Lin; Fei Huang 002; Ben He; Xianpei Han; Le Sun 001; et al. (NeurIPS, 2024)

Self-Retrieval: Building an Information Retrieval System with One Large Language Model. - Qiaoyu Tang; Jiawei Chen 011; Bowen Yu 002; Yaojie Lu 001; Cheng Fu 003; Haiyang Yu 003; Hongyu Lin; Fei Huang 002; Ben He; Xianpei Han; Le Sun 001; Yongbin Li (CoRR, 2024)

Towards Scalable Automated Alignment of LLMs: A Survey. - Boxi Cao; Keming Lu; Xinyu Lu; Jiawei Chen 011; Mengjie Ren; Hao Xiang; Peilin Liu; Yaojie Lu 001; Ben He; Xianpei Han; Le Sun 001; Hongyu Lin; et al. (CoRR, 2024)

The Rise and Down of Babel Tower: Investigating the Evolution Process of Multilingual Code Large Language Model. - Jiawei Chen 011; Wentao Chen; Jing Su; Jingjing Xu; Hongyu Lin; Mengjie Ren; Yaojie Lu 001; Xianpei Han; Le Sun 001 (ICLR, 2025)

ShortV: Efficient Multimodal Large Language Models by Freezing Visual Tokens in Ineffective Layers. - Qianhao Yuan; Qingyu Zhang; Yanjiang Liu; Jiawei Chen 011; Yaojie Lu 001; Hongyu Lin; Jia Zheng 009; Xianpei Han; Le Sun 001 (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)

LiveMCPBench: Can Agents Navigate an Ocean of MCP Tools? - Guozhao Mo; Wenliang Zhong; Jiawei Chen 011; Xuanang Chen; Yaojie Lu 001; Hongyu Lin; Ben He; Xianpei Han; Le Sun 001 (CoRR, 2025)