"multi-agent debate" Papers

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Conference

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Paper Type

poster (24,624)paper (8,558)oral (1,594)spotlight (1,421)highlight (975)

Debate or Vote: Which Yields Better Decisions in Multi-Agent Large Language Models?

Hyeong Kyu Choi, Jerry Zhu, Sharon Li

NEURIPS 2025spotlightarXiv:2508.17536
16
citations

ExACT: Teaching AI Agents to Explore with Reflective-MCTS and Exploratory Learning

Xiao Yu, Baolin Peng, Vineeth Vajipey et al.

ICLR 2025posterarXiv:2410.02052
35
citations

Multi-LLM-Agents Debate - Performance, Efficiency, and Scaling Challenges

Hangfan Zhang, Zhiyao Cui, Qiaosheng Zhang et al.

ICLR 2025poster

Pretraining on the Test Set Is No Longer All You Need: A Debate-Driven Approach to QA Benchmarks

Linbo Cao, Jinman Zhao

COLM 2025paperarXiv:2507.17747
3
citations

Should we be going MAD? A Look at Multi-Agent Debate Strategies for LLMs

Andries Smit, Nathan Grinsztajn, Paul Duckworth et al.

ICML 2024posterarXiv:2311.17371