decision-protocols

by lkaesberg · indexed from github

Code and data for the Findings of ACL 2025 paper "Voting or Consensus? Decision-Making in Multi-Agent Debate". It compares seven decision protocols in multi-agent LLM debate: voting does 13.2% better on reasoning tasks and consensus 2.8% better on knowledge tasks.

Our work systematically investigates how multi-agent Large Language Model (LLM) systems can collaborate on knowledge and reasoning tasks through debate. We show that:

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