A literature review concludes that multi-agent LLM debate helps up to a task-dependent point, after which extra agents and rounds add cost without reliable gains.
https://epoch.ai/data/notable-ai-models Accessed: 2024-11-25
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.MA 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Literature Review Of Multi-Agent Debate For Problem-Solving
A literature review concludes that multi-agent LLM debate helps up to a task-dependent point, after which extra agents and rounds add cost without reliable gains.