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Multi-agent LLM Debate Unveils the Premise Left Unsaid

A multi-agent framework that casts implicit premise recovery as a dialogic reasoning task between two LLM agents, achieving state-of-the-art accuracy on premise selection.

HB Ku, J Shin, HJ Lee, S Na, I Jeon2025

Proceedings of the 12th Argument Mining Workshop

Multi-AgentLLMArgument MiningNLP