multi-agent debate

Debate, Reflect, and Distill: Multi-Agent Feedback with Tree-Structured Preference Optimization for Efficient Language Model Enhancement ACL 2025 Debate-to-Detect: Reformulating Misinformation Detection as a Real-World Debate with Large Language Models EMNLP 2025 DEBATE, TRAIN, EVOLVE: Self‐Evolution of Language Model Reasoning EMNLP 2025 Debating for Better Reasoning in Vision-Language Models EMNLP 2025 DebUnc: Improving Large Language Model Agent Communication With Uncertainty Metrics EMNLP 2025 Enhancing Multi-Agent Debate System Performance via Confidence Expression EMNLP 2025 ExACT: Teaching AI Agents to Explore with Reflective-MCTS and Exploratory Learning ICLR 2025 Exploring Health Misinformation Detection with Multi-Agent Debate AACL 2025 MADAWSD: Multi-Agent Debate Framework for Adversarial Word Sense Disambiguation EMNLP 2025 MALLM: Multi-Agent Large Language Models Framework EMNLP 2025 M-MAD: Multidimensional Multi-Agent Debate for Advanced Machine Translation Evaluation ACL 2025 Multi-Agent LLM Debate Unveils the Premise Left Unsaid ACL 2025 Multiple LLM Agents Debate for Equitable Cultural Alignment ACL 2025 Removal of Hallucination on Hallucination: Debate-Augmented RAG ACL 2025 S2-MAD: Breaking the Token Barrier to Enhance Multi-Agent Debate Efficiency NAACL 2025 Separate the Wheat from the Chaff: Winnowing Down Divergent Views in Retrieval Augmented Generation EMNLP 2025 Socratic Style Chain-of-Thoughts Help LLMs to be a Better Reasoner ACL 2025 Towards Multi-dimensional Evaluation of LLM Summarization across Domains and Languages ACL 2025 Tree-of-Debate: Multi-Persona Debate Trees Elicit Critical Thinking for Scientific Comparative Analysis ACL 2025 Debate as Optimization: Adaptive Conformal Prediction and Diverse Retrieval for Event Extraction EMNLP 2024 Encouraging Divergent Thinking in Large Language Models through Multi-Agent Debate EMNLP 2024 ERD: A Framework for Improving LLM Reasoning for Cognitive Distortion Classification NAACL 2024 Improving Multi-Agent Debate with Sparse Communication Topology EMNLP 2024 Multi-LLM Debate: Framework, Principals, and Interventions NeurIPS 2024 On scalable oversight with weak LLMs judging strong LLMs NeurIPS 2024