论文研究 arXiv cs.AI Mon, 13 Jul 2026 正文 thin 4 words

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

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

arXiv:2607.09099v1 Announce Type: new Abstract: While multi-agent debate (MAD) frameworks have shown significant potential in general reasoning, their effectiveness in highly structured, knowledge-heavy legal domains remains under-explored. In this work, we introduce the Legal Multi-Agent Debate (L
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arXiv:2607.09099v1 Announce Type: new Abstract: While multi-agent debate (MAD) frameworks have shown significant potential in general reasoning, their effectiveness in highly structured, knowledge-heavy legal domains remains under-explored. In this work, we introduce the Legal Multi-Agent Debate (L

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