chain-of-thought reasoning

469 papers

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Also known as

LONG-COT LCOT XCOT COT

Co-occurring keywords

large language model (12755) reinforcement learning (4122) question answering (2904) multimodal large language model (865) multimodal learning (4622) mathematical reasoning (355) chain of thought (274) knowledge distillation (3680) vision-language model (2235) prompt engineering (1128)

Papers

LLMs are not Zero-Shot Reasoners for Biomedical Information Extraction NAACL 2025

Exploring Limitations of LLM Capabilities with Multi-Problem Evaluation NAACL 2025

Can Large Models Teach Student Models to Solve Mathematical Problems Like Human Beings? A Reasoning Distillation Method via Multi-LoRA Interaction IJCAI 2025

Corvid: Improving Multimodal Large Language Models Towards Chain-of-Thought Reasoning ICCV 2025

VTimeCoT: Thinking by Drawing for Video Temporal Grounding and Reasoning ICCV 2025

GraspCoT: Integrating Physical Property Reasoning for 6-DoF Grasping under Flexible Language Instructions ICCV 2025

MMAT-1M: A Large Reasoning Dataset for Multimodal Agent Tuning ICCV 2025

AdsQA: Towards Advertisement Video Understanding ICCV 2025

DocThinker: Explainable Multimodal Large Language Models with Rule-based Reinforcement Learning for Document Understanding ICCV 2025

GODBench: A Benchmark for Multimodal Large Language Models in Video Comment Art ACL 2025

CHEER-Ekman: Fine-grained Embodied Emotion Classification ACL 2025

Verifying the Steps of Deductive Reasoning Chains ACL 2025

Domaino1s: Guiding LLM Reasoning for Explainable Answers in High-Stakes Domains ACL 2025

StableToolBench-MirrorAPI: Modeling Tool Environments as Mirrors of 7,000+ Real-World APIs ACL 2025

Self-Reasoning Language Models: Unfold Hidden Reasoning Chains with Few Reasoning Catalyst ACL 2025

Does Chain-of-Thought Reasoning Really Reduce Harmfulness from Jailbreaking? ACL 2025

DRT: Deep Reasoning Translation via Long Chain-of-Thought ACL 2025

Migician: Revealing the Magic of Free-Form Multi-Image Grounding in Multimodal Large Language Models ACL 2025

Ranked Voting based Self-Consistency of Large Language Models ACL 2025

Unveiling the Key Factors for Distilling Chain-of-Thought Reasoning ACL 2025

Stepwise Perplexity-Guided Refinement for Efficient Chain-of-Thought Reasoning in Large Language Models ACL 2025

V-ALPHASOCIAL: Benchmark and Self-Reflective Chain-of-Thought Generation for Visual Social Commonsense Reasoning ACL 2025

CARE-STaR: Constraint-aware Self-taught Reasoner ACL 2025

Token-Budget-Aware LLM Reasoning ACL 2025

Self-Training Elicits Concise Reasoning in Large Language Models ACL 2025