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Publications
- 2025
[c115]Jiawei Chen, Wentao Chen, Jing Su, Jingjing Xu, Hongyu Lin, Mengjie Ren, Yaojie Lu, Xianpei Han, Le Sun:
The Rise and Down of Babel Tower: Investigating the Evolution Process of Multilingual Code Large Language Model. ICLR 2025- [i96]Qianhao Yuan, Qingyu Zhang, Yanjiang Liu, Jiawei Chen, Yaojie Lu, Hongyu Lin, Jia Zheng, Xianpei Han, Le Sun:
ShortV: Efficient Multimodal Large Language Models by Freezing Visual Tokens in Ineffective Layers. CoRR abs/2504.00502 (2025) - [i93]Jiawei Chen, Xinyan Guan, Qianhao Yuan, Guozhao Mo, Weixiang Zhou, Yaojie Lu, Hongyu Lin, Ben He, Le Sun, Xianpei Han:
ConsistentChat: Building Skeleton-Guided Consistent Dialogues for Large Language Models from Scratch. CoRR abs/2506.03558 (2025) - 2024
- [c110]Jiawei Chen, Hongyu Lin, Xianpei Han, Le Sun:
Benchmarking Large Language Models in Retrieval-Augmented Generation. AAAI 2024: 17754-17762 - [c95]Jiawei Chen, Hongyu Lin, Xianpei Han, Yaojie Lu, Shanshan Jiang, Bin Dong, Le Sun:
Few-shot Named Entity Recognition via Superposition Concept Discrimination. LREC/COLING 2024: 7220-7231 - [c93]Boxi Cao, Qiaoyu Tang, Hongyu Lin, Shanshan Jiang, Bin Dong, Xianpei Han, Jiawei Chen, Tianshu Wang, Le Sun:
Retentive or Forgetful? Diving into the Knowledge Memorizing Mechanism of Language Models. LREC/COLING 2024: 14016-14036 - [c89]Qiaoyu Tang, Jiawei Chen, Zhuoqun Li, Bowen Yu, Yaojie Lu, Cheng Fu, Haiyang Yu, Hongyu Lin, Fei Huang, Ben He, Xianpei Han, Le Sun, Yongbin Li:
Self-Retrieval: End-to-End Information Retrieval with One Large Language Model. NeurIPS 2024 - [i84]Qiaoyu Tang, Jiawei Chen, Bowen Yu, Yaojie Lu, Cheng Fu
, Haiyang Yu, Hongyu Lin, Fei Huang, Ben He, Xianpei Han, Le Sun, Yongbin Li:
Self-Retrieval: Building an Information Retrieval System with One Large Language Model. CoRR abs/2403.00801 (2024) - [i80]Jiawei Chen, Hongyu Lin, Xianpei Han, Yaojie Lu, Shanshan Jiang, Bin Dong, Le Sun:
Few-shot Named Entity Recognition via Superposition Concept Discrimination. CoRR abs/2403.16463 (2024) - [i73]Boxi Cao, Keming Lu, Xinyu Lu, Jiawei Chen, Mengjie Ren, Hao Xiang, Peilin Liu, Yaojie Lu, Ben He, Xianpei Han, Le Sun, Hongyu Lin, Bowen Yu:
Towards Scalable Automated Alignment of LLMs: A Survey. CoRR abs/2406.01252 (2024) - [i55]Jiawei Chen, Wentao Chen, Jing Su, Jingjing Xu, Hongyu Lin, Mengjie Ren, Yaojie Lu, Xianpei Han, Le Sun:
The Rise and Down of Babel Tower: Investigating the Evolution Process of Multilingual Code Large Language Model. CoRR abs/2412.07298 (2024) - 2023
- [c84]Jiawei Chen, Yaojie Lu, Hongyu Lin, Jie Lou, Wei Jia, Dai Dai, Hua Wu, Boxi Cao, Xianpei Han, Le Sun:
Learning In-context Learning for Named Entity Recognition. ACL (1) 2023: 13661-13675 - [i48]Boxi Cao, Qiaoyu Tang, Hongyu Lin, Xianpei Han, Jiawei Chen, Tianshu Wang, Le Sun:
Retentive or Forgetful? Diving into the Knowledge Memorizing Mechanism of Language Models. CoRR abs/2305.09144 (2023) - [i46]Jiawei Chen, Yaojie Lu, Hongyu Lin, Jie Lou, Wei Jia, Dai Dai, Hua Wu, Boxi Cao, Xianpei Han, Le Sun:
Learning In-context Learning for Named Entity Recognition. CoRR abs/2305.11038 (2023) - [i44]Jiawei Chen, Hongyu Lin, Xianpei Han, Le Sun:
Benchmarking Large Language Models in Retrieval-Augmented Generation. CoRR abs/2309.01431 (2023) - 2022
- [c75]Jiawei Chen, Qing Liu, Hongyu Lin, Xianpei Han, Le Sun:
Few-shot Named Entity Recognition with Self-describing Networks. ACL (1) 2022: 5711-5722 - [i39]Jiawei Chen, Qing Liu, Hongyu Lin, Xianpei Han, Le Sun:
Few-shot Named Entity Recognition with Self-describing Networks. CoRR abs/2203.12252 (2022) - 2021
- [c56]Jiawei Chen, Hongyu Lin, Xianpei Han, Le Sun:
Honey or Poison? Solving the Trigger Curse in Few-shot Event Detection via Causal Intervention. EMNLP (1) 2021: 8078-8088 - [i21]Jiawei Chen, Hongyu Lin, Xianpei Han, Le Sun:
Honey or Poison? Solving the Trigger Curse in Few-shot Event Detection via Causal Intervention. CoRR abs/2109.05747 (2021)
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