L-MAD: A Systematic Evaluation of Multi-Agent Debate Structures in Legal Reasoning

Tan-Minh Nguyen, Hoang-Trung Nguyen, Huu-Dong Nguyen +3

While multi-agent debate (MAD) frameworks have shown significant potential in general reasoning, their effectiveness in highly structured, knowledge-heavy legal domains remains und…