Publications

Selected Publications

• ToolRM: Towards Agentic Tool-Use Reward Modeling
  R. Li, J. Tu, Y. Su, Y. Liu, F. Huang, H. Alinejad-Rokny, D. F. Wong, J. Lin, M. Yang
  ACL 2026 Findings
  [link] [code]

• DeepPlanning: Benchmarking Long-Horizon Agentic Planning with Verifiable Constraints
  Y. Zhang, S. Jiang, R. Li, J. Tu, Y. Su, L. Deng, X. Guo, C. Lv, J. Lin
  ACL 2026 Oral
  [link]

• Exploring the Impact of Personality Traits on LLM Toxicity and Bias
  S. Wang, R. Li, X. Chen, Y. Yuan, M. Yang, D. F. Wong
  EMNLP 2025 Oral
  [link]

• HiMATE: A Hierarchical Multi-Agent Framework for Machine Translation Evaluation
  S. Zhang, R. Li, S. Wang, P. Koehn, M. Yang, D. F. Wong
  EMNLP 2025 Findings
  [link]

• CoEvol: Constructing Better Responses for Instruction Finetuning through Multi-Agent Cooperation
  R. Li, M. Tan, DF. Wong, M. Yang
  EMNLP 2024 Poster
  [link] [code]

• CpsyCoun: A Report-Based Multi-Turn Dialogue Reconstruction and Evaluation Framework for Chinese Psychological Counseling
  C. Zhang, R. Li, M. Tan, M. Yang, J. Zhu, D. Yang, J. Zhao, G. Ye, C. Li, X. Hu
  ACL 2024 Findings
  [link]

• AdCSE: An Adversarial Method for Contrastive Learning of Sentence Embeddings
  R. Li, L. Duan, G. Xie, S. Xiao, W. Jiang
  DASFAA 2022
  [link] [code]