Multi-Agent Debate

Can LLMs Really Judge? A Progressive Argumentation-Mining Framework for Distinguishing Understanding from Aggregation

Fuyu Wang, Jiangtong Li, Kun Zhu, Changjun Jiang

Findings of the Association for Computational Linguistics (ACL 2026)

Large Language Model Multi-agent Debate Argumentation Mining

InspireDebate: Multi-Dimensional Subjective-Objective Evaluation-Guided Reasoning and Optimization for Debating

Fuyu Wang, Jiangtong Li#, Kun Zhu, Changjun Jiang

Annual Meeting of the Association for Computational Linguistics (ACL 2025)

Large Language Model Multi-agent Debate Reasoning