reasoning framework

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