Jiawei Chen   陈家慰

I am a Ph.D. Candidate (from 2019.09) in the Chinese Information Processing Laboratory at the Institute of Software, Chinese Academy of Sciences, under the Supervision of Professor Xianpei Han.

My research interests include:

  • Alignment of LLMs
  • Code LLMs
  • Retrieval-Augmented Generation
  • Information Extraction

Contact: jiawei2020@iscas.ac.cn

News
09/26/2024 Our paper got accepted to NeurIPS 2024.
12/10/2023 Our paper got accepted to AAAI 2024.
05/04/2023 Our paper got accepted to ACL 2023.
02/25/2022 Our paper got accepted to ACL 2022.
Papers
2024
Self-Retrieval: End-to-End Information Retrieval with One Large Language Model
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
The Thirty-eighth Annual Conference on Neural Information Processing Systems (NeurIPS 2024)
Preprint
Benchmarking Large Language Models in Retrieval-Augmented Generation
Jiawei Chen, Hongyu Lin, Xianpei Han, Le Sun
The 38th Annual AAAI Conference on Artificial Intelligence (AAAI 2024)
Paper / Code
Few-shot Named Entity Recognition via Superposition Concept Discrimination
Jiawei Chen, Hongyu Lin, Xianpei Han, Yaojie Lu, Shanshan Jiang, Bin Dong, Le Sun.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation. (COLING 2024)
Paper / Code
Retentive or Forgetful? Diving into the Knowledge Memorizing Mechanism of Language Models
Boxi Cao, Qiaoyu Tang, Hongyu Lin, Xianpei Han, Jiawei Chen, Tianshu Wang, Le Sun
Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation. (COLING 2024)
Paper
Towards Scalable Automated Alignment of LLMs: A Survey
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
arXiv preprint arXiv:2406.01252 (2024)
Preprint / Paperlist
2023
Learning In-context Learning for Named Entity Recognition
Jiawei Chen, Yaojie Lu, Hongyu Lin, Jie Lou, Wei Jia, Dai Dai, Hua Wu, Boxi Cao, Xianpei Han, Le Sun
Proceedings of the 61th Annual Meeting of the Association for Computational Linguistics (ACL 2023)
Paper / Code / Slides / Poster
2022
Few-shot Named Entity Recognition with Self-describing Networks
Jiawei Chen*, Qing Liu*, Hongyu Lin, Xianpei Han, Le Sun
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (ACL 2022)
Paper / Code / Slides / Poster
2021
Honey or Poison? Solving the Trigger Curse in Few-shot Event Detection via Causal Intervention
Jiawei Chen, Hongyu Lin, Xianpei Han, Le Sun
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP 2021)
Paper / Code / Slides / Poster
Education
2021-Present Ph.D in Software Engineering (Candidate)
Institute of Software, Chinese Academy of Sciences & University of Chinese Academy of Sciences
2019-2021 Master in Computer Software and Theory (to Ph.D)
Institute of Software, Chinese Academy of Sciences & University of Chinese Academy of Sciences
2015-2019 B.S. in Information and Computing Sciences
School of Mathematical Science, University of Electronic Science and Technology of China
Internship
04/2024-Present Bytedance Seed, Beijing, China,
08/2023-03/2024 Alibaba Tongyi Lab, Beijing, China,
07/2022-03/2023 Baidu-NLP, Beijing, China,
Awards
2020, 2023 Merit Student of University of Chinese Academy of Sciences
2019 Outstanding undergraduate graduation thesis, UESTC
2019 Outstanding Graduates, UESTC
2018 National Scholarship
2017 First Prize, Contemporary Undergraduate Mathematical Contest in Modeling (CUMCM)
2016, 2017 First-class Scholarship, UESTC

Design: Jon Barron and Limin Yang
Last updated:    #Visit: (2022/9/20~)