Meta AI's new framework, Collaborative Reasoner (Coral), is designed to enhance and evaluate the collaborative reasoning skills of large language models (LLMs). Coral reformulates reasoning tasks into multi-agent dialogues to test consensus-reaching through social interactions. The framework includes synthetic self-dialogues
Table of contents
Rethinking the Problem of Collaboration in Language ModelsMeta AI Introduces Collaborative Reasoner: A Multi-Agent Evaluation and Training FrameworkMethodology: Synthetic Collaboration and Infrastructure SupportEmpirical Results: Performance Gains and GeneralizationConclusion: Toward Generalist Social Reasoning AgentsSort: