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

Beyond Correctness: Confidence-Aware Reward Modeling for Enhancing Large Language Model Reasoning EMNLP 2025

DAST: Difficulty-Adaptive Slow-Thinking for Large Reasoning Models EMNLP 2025

MLLM-as-a-Judge for Image Safety without Human Labeling CVPR 2025

Reason-before-Retrieve: One-Stage Reflective Chain-of-Thoughts for Training-Free Zero-Shot Composed Image Retrieval CVPR 2025

VideoEspresso: A Large-Scale Chain-of-Thought Dataset for Fine-Grained Video Reasoning via Core Frame Selection CVPR 2025

HEIE: MLLM-Based Hierarchical Explainable AIGC Image Implausibility Evaluator CVPR 2025

R2C: Mapping Room to Chessboard to Unlock LLM As Low-Level Action Planner CVPR 2025

Feature Extraction and Steering for Enhanced Chain-of-Thought Reasoning in Language Models EMNLP 2025

Capybara at the Financial Misinformation Detection Challenge Task: Chain-of-Thought Enhanced Financial Misinformation Detection COLING 2025

Agentic-R1: Distilled Dual-Strategy Reasoning EMNLP 2025

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

Skip-Thinking: Chunk-wise Chain-of-Thought Distillation Enable Smaller Language Models to Reason Better and Faster EMNLP 2025

111DUT at SemEval-2025 Task 8:Hierarchical Chain-of-Thought Reasoning and Multi-Model Deliberation for Robust TableQA SEMEVAL 2025

PoliTo at SemEval-2025 Task 1: Beyond Literal Meaning: A Chain-of-Though Approach for Multimodal Idiomacity Understanding SEMEVAL 2025

Facilitating Long Context Understanding via Supervised Chain-of-Thought Reasoning EMNLP 2025

Enhancing Chain-of-Thought Reasoning via Neuron Activation Differential Analysis EMNLP 2025

Improving Chain-of-Thought Reasoning via Quasi-Symbolic Abstractions ACL 2025

Pragmatic Theories Enhance Understanding of Implied Meanings in LLMs IJCNLP 2025

ReasoningWeekly: A General Knowledge and Verbal Reasoning Challenge for Large Language Models IJCNLP 2025

UnsafeChain: Enhancing Reasoning Model Safety via Hard Cases IJCNLP 2025

Reasoning Enhanced Missing Knowledge Retrieval Augmented Generation Framework for Domain Specific Question Answering IJCNLP 2025

GRASP-ChoQ: Knowledge Graph-Based Retrieval Augmentation for Stance Detection in Political Texts with Chain-of-Questions Reasoning IJCNLP 2025

Examining the Faithfulness of Deepseek R1’s Chain-of-Thought Reasoning IJCNLP 2025

LLM-Driven Completeness and Consistency Evaluation for Cultural Heritage Data Augmentation in Cross-Modal Retrieval EMNLP 2025

MuTIS: Enhancing Reasoning Efficiency through Multi Turn Intervention Sampling in Reinforcement Learning EMNLP 2025