This project presents a study on improving language model factuality and reasoning through multiagent debate.

composable-models.github.io/llm_debate
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About Project page

This project page presents the ICML 2024 paper Improving Factuality and Reasoning in Language Models through Multiagent Debate. Multiple instances propose answers, critique one another, and debate over rounds before a final answer. The page compares debate with single-agent generation on reasoning and factuality benchmarks and links to the paper and code.

Pricing is not clearly stated.

Key features

  • Uses the same overall procedure and prompts across all studied tasks
  • Shows ChatGPT and Bard working together to solve a grade-school math problem
  • Links to subsequent papers on multiagent intelligence
  • Provides a BibTeX entry for citation

Project page at a glance

Type
Publication
Platforms
Web
Details verified
Oct 22, 2026 · Official source
Language
English
Last checked
Oct 5, 2026 · Online when checked
Listed
Oct 5, 2026

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