conftrace_

reasoning framework

16 papers

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Co-occurring keywords

large language model (13587) multi-agent system (1819) prompt engineering (1135) multi-agent debate (48) in-context learning (1405) logic-complete framework (1) collaborative criticism (1) structure-aware planning (1) answer quality (6) intervention strategy (4)

Papers

PRIME: Planning and Retrieval-Integrated Memory for Enhanced Reasoning AAAI 2026
Aristotle: Mastering Logical Reasoning with A Logic-Complete Decompose-Search-Resolve Framework ACL 2025
Table-Critic: A Multi-Agent Framework for Collaborative Criticism and Refinement in Table Reasoning ACL 2025
DiCoRe: Enhancing Zero-shot Event Detection via Divergent-Convergent LLM Reasoning EMNLP 2025
ProReason: Multi-Modal Proactive Reasoning with Decoupled Eyesight and Wisdom EMNLP 2025
Debate on Graph: A Flexible and Reliable Reasoning Framework for Large Language Models AAAI 2025
No Universal Prompt: Unifying Reasoning through Adaptive Prompting for Temporal Table Reasoning. IJCNLP 2025
ReasoningRec: Bridging Personalized Recommendations and Human-Interpretable Explanations through LLM Reasoning NAACL 2025
Is Sarcasm Detection a Step-by-Step Reasoning Process in Large Language Models? AAAI 2025
Deliberate Reasoning in Language Models as Structure-Aware Planning with an Accurate World Model ACL 2025
MPRF: Interpretable Stance Detection through Multi-Path Reasoning Framework EMNLP 2025
StructuThink: Reasoning with Task Transition Knowledge for Autonomous LLM-Based Agents EMNLP 2025
Thinking Before You Speak: A Proactive Test-time Scaling Approach EMNLP 2025
Multi-LLM Debate: Framework, Principals, and Interventions NIPS 2024
Belief Revision: The Adaptability of Large Language Models Reasoning EMNLP 2024
Making Large Language Models Better Reasoners with Orchestrated Streaming Experiences EMNLP 2024