conftrace_

multi-agent debate

48 papers

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Also known as

MAD

Co-occurring keywords

large language model (13587) multi-agent system (1819) language model (4599) evidence retrieval (233) health misinformation (9) agreement score (4) retrieval-augmented generation (1592) counterfactual reasoning (230) reasoning framework (16) misinformation detection (232)

Papers

Key Decision-Makers in Multi-Agent Debates: Who Holds the Power? AAAI 2026
iMAD: Intelligent Multi-Agent Debate for Efficient and Accurate LLM Inference AAAI 2026
Empowering LLMs with Symbolic Representation and Reasoning AAAI 2026
Beyond Detection: Exploring Evidence-based Multi-Agent Debate for Misinformation Intervention and Persuasion AAAI 2026
The Confident Liar: Diagnosing Multi-Agent Debate with Log-Probabilities and LLM-as-Judge ACL 2026
Latent Agents: A Post-Training Procedure for Internalized Multi-Agent Debate ACL 2026
DialogGuard: Multi-Agent Psychosocial Safety Evaluation Interface of Sensitive LLM Responses ACL 2026
When Identity Skews Debate: Anonymization for Bias-Reduced Multi-Agent Reasoning ACL 2026
SELENE: Selective and Evidence-Weighted LLM Debating for Efficient and Reliable Reasoning EACL 2026
MADIAVE: Multi-Agent Debate for Implicit Attribute Value Extraction EACL 2026
Stay Focused: Problem Drift in Multi-Agent Debate EACL 2026
Multi-Agent Undercover Gaming: Hallucination Removal Through Counterfactual Test for Multimodal Reasoning AAAI 2026
Debate over Mixed-knowledge: A Robust Multi-Agent Reasoning Framework for Incomplete Knowledge Graph Question Answering AAAI 2026
Analyze–Compose–Execute: A Dynamic Dialogue Framework for Multi-Agent Debate AAAI 2026
LiteLong: Resource-Efficient Long-Context Data Synthesis for LLMs AAAI 2026
Counterfactual Debating with Preset Stances for Hallucination Elimination of LLMs COLING 2025
S2-MAD: Breaking the Token Barrier to Enhance Multi-Agent Debate Efficiency NAACL 2025
Socratic Style Chain-of-Thoughts Help LLMs to be a Better Reasoner ACL 2025
Tree-of-Debate: Multi-Persona Debate Trees Elicit Critical Thinking for Scientific Comparative Analysis ACL 2025
Multi-Agent LLM Debate Unveils the Premise Left Unsaid ACL 2025
Enhancing Multi-Agent Debate System Performance via Confidence Expression EMNLP 2025
DebUnc: Improving Large Language Model Agent Communication With Uncertainty Metrics EMNLP 2025
Debate, Reflect, and Distill: Multi-Agent Feedback with Tree-Structured Preference Optimization for Efficient Language Model Enhancement ACL 2025
Towards Multi-dimensional Evaluation of LLM Summarization across Domains and Languages ACL 2025
Debate on Graph: A Flexible and Reliable Reasoning Framework for Large Language Models AAAI 2025