2025
Voting or Consensus? Decision-Making in Multi-Agent Debate
ACL 2025finding
Much of the success of multi-agent debates depends on carefully choosing the right parameters. The decision-making protocol stands out as it can highly impact final model answers, depending on how decisions are reached. Systematic comparison of decision protocols is difficult because many studies al…