Yi Feng (冯奕)

Yi Feng (冯奕)

Biography

Currently I am an Assistant Researcher in Software Institute at Nanjing University. Before joining Nanjing Univeristy in 2023, I received my Ph.D. degree in Software Engineering from Nanjing University in 2022, and B.Sc. degree in Computer Science from Central South University in 2017. My research interests include Natural Language Processing and AI for Law.

Our team is actively looking for self-motivated and energetic PhD, master’s and undergraduate students. If you are interested in NLP or SE, feel free to contact me (fy@nju.edu.cn). Team Homepage.

Selected Publications

Conference

  • [CCF-A] Yi Feng, Chuanyi Li, Vincent Ng. Legal Case Retrieval: A Survey of the State of the Art. ACL 2024: 6472-6485.
  • [CCF-A] Wanhong Huang, Yi Feng, Chuanyi Li, Honghan Wu, Jidong Ge, Vincent Ng. CMDL: A Large-Scale Chinese Multi-Defendant Legal Judgment Prediction Dataset. ACL (Findings) 2024: 5895-5906.
  • [CCF-A] Yuan Zhang, Wanhong Huang, Yi Feng, Chuanyi Li, Zhiwei Fei, Jidong Ge, Bin Luo, Vincent Ng. LJPCheck: Functional Tests for Legal Judgment Prediction. ACL (Findings) 2024: 5878-5894.
  • [CCF-A] Yi Feng, Chuanyi Li, Vincent Ng. Legal Judgment Prediction via Event Extraction with Constraints. ACL 2022: 648-664.
  • [CCF-A] Yi Feng, Chuanyi Li, Vincent Ng. Legal Judgment Prediction: A Survey of the State of the Art. IJCAI 2022: 5461-5469.
  • [CCF-B] Yi Feng, Ting Wang, Chuanyi Li, Vincent Ng, Jidong Ge, Bin Luo, Yucheng Hu, Xiaopeng Zhang. Don’t Miss the Potential Customers! Retrieving Similar Ads to Improve User Targeting. EMNLP (Findings) 2021: 1493-1503.
  • [CCF-C] Yi Feng, Chuanyi Li, Jidong Ge, Bin Luo. Improving Statute Prediction via Mining Correlations between Statutes. ACML 2019: 710-725.

Journal

  • [CCF-B] Yi Feng, Chuanyi Li, Jidong Ge, Bin Luo, Vincent Ng. Recommending Statutes: A Portable Method Based on Neural Networks. ACM Transactions on Knowledge Discovery from Data 15(2): 16:1-16:22, 2021.
  • [CCF-A] 冯奕, 周晓松, 李传艺, 王挺, 葛季栋, 胡雨成, 张小鹏, 骆斌.基于多模态特征融合嵌入的相似广告检索方法基于多模态特征融合嵌入的相似广告检索方法. (计算机学报 2021)
  • [CCF-B] Li Kong, Chuanyi Li, Jidong Ge, Feifei Zhang, Yi Feng, Zhongjin Li, Bin Luo. Leveraging multiple features for document sentiment classification. Information Sciences 518: 39-55, 2020.

Academic Services

Editorial board member: AIJ, TALLIP PC Member: ACL, IJCAI, AAAI, EMNLP, NLPCC

Funding

  1. NSFC Youth Fund, 62406139, Research on Trustworthy Legal Judgment Prediction Based on Domain Knowledge Injection, Jan 2025 to Dec 2027, 300,000 RMB, Principal Investigator.
  2. Key Laboratory General Innovation Project, ZZKT2024B02, Detection of Multimodal Advertising Persuasion Techniques and Argument Generation, Jun 2024 to May 2025, 30,000 RMB, Principal Investigator.
  3. Key Laboratory Overseas Project, KFKT2024A07, Research on User Behavior Intent Recognition in the Context of Continuous Interest Update, June 2024 to May 2026, 40,000 RMB, Principal Investigator.

Miscellaneous

My research collaborator: