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arXiv NLP

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2h ago

Remember and Reweight: Enhancing Multi-Agent Debate with Experience Memory and Confidence Estimationtranslating…

arXiv:2609.03619v1 Announce Type: new 
Abstract: Multi-agent debate (MAD) improves the reasoning capabilities of large language models by having multiple agents iteratively refine their responses through discussion. However, MAD suffers from a critical vulnerability known as…

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Keywords#Multi-Agent Debate#Confidence#Confidence Estimation#Enhancing#Enhancing Multi-Agent

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Remember and Reweight: Enhancing Multi-Agent Debate with Experience Memory and Confidence Estimation | Pulse Aggregator