Research Achievements

Language‑Bias‑Resilient Visual Question Answering via Adaptive Multi‑Margin Collaborative Debiasing

Huanjia Zhu, Shuyuan Zheng, Yishu Liu, Sudong Cai, Bingzhi Chen

Conference on Neural Information Processing Systems (NeurIPS)

12, 2025

Reinforcement Learning with Argument-Structured Reward for Court Decision Abstractive Summarization

Yuntao Kong, Ye Xiong, Shuyuan Zheng, Ken Satoh

International Conference on Legal Knowledge and Information Systems (JURIX)

12, 2025

DOI: 10.3233/FAIA251603

Vol/No/Pages: pp. 312 - 317

Legal Fact Prediction: The Missing Piece in Legal Judgment Prediction

Junkai Liu, Yujie Tong, Hui Huang, Bowen Zheng, Yiran Hu, Peicheng Wu, Chuan Xiao, Makoto Onizuka, Muyun Yang, Shuyuan Zheng

Conference on Empirical Methods in Natural Language Processing (EMNLP)

11, 2025

DOI: 10.18653/v1/2025.emnlp-main.322