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

Please Translate Again: Two Simple Experiments on Whether Human-Like Reasoning Helps Translation EMNLP 2025

Code Execution as Grounded Supervision for LLM Reasoning EMNLP 2025

Parrot: A Training Pipeline Enhances Both Program CoT and Natural Language CoT for Reasoning EMNLP 2025

Threading the Needle: Reweaving Chain-of-Thought Reasoning to Explain Human Label Variation EMNLP 2025

Taking Notes Brings Focus? Towards Multi-Turn Multimodal Dialogue Learning EMNLP 2025

SYNC: A Synthetic Long-Context Understanding Benchmark for Controlled Comparisons of Model Capabilities EMNLP 2025

Long Chain-of-Thought Fine-tuning via Understanding-to-Reasoning Transition EMNLP 2025

Turning Logic Against Itself: Probing Model Defenses Through Contrastive Questions EMNLP 2025

Reasoning-Enhanced Domain-Adaptive Pretraining of Multimodal Large Language Models for Short Video Content Governance EMNLP 2025

PhyT2V: LLM-Guided Iterative Self-Refinement for Physics-Grounded Text-to-Video Generation CVPR 2025

Functionality Understanding and Segmentation in 3D Scenes CVPR 2025

Read Your Own Mind: Reasoning Helps Surface Self-Confidence Signals in LLMs EMNLP 2025

XCOT: Cross-lingual Instruction Tuning for Cross-lingual Chain-of-Thought Reasoning AAAI 2025

MathMistake Checker: A Comprehensive Demonstration for Step-by-Step Math Problem Mistake Finding by Prompt-Guided LLMs AAAI 2025

ImageGen-CoT: Enhancing Text-to-Image In-context Learning with Chain-of-Thought Reasoning ICCV 2025

X-CoT: Explainable Text-to-Video Retrieval via LLM-based Chain-of-Thought Reasoning EMNLP 2025

Measuring Chain of Thought Faithfulness by Unlearning Reasoning Steps EMNLP 2025

Bootstrapping Grounded Chain-of-Thought in Multimodal LLMs for Data-Efficient Model Adaptation ICCV 2025

IntentionESC: An Intention-Centered Framework for Enhancing Emotional Support in Dialogue Systems ACL 2025

InspireDebate: Multi-Dimensional Subjective-Objective Evaluation-Guided Reasoning and Optimization for Debating ACL 2025

LIMICS at ArchEHR-QA 2025: Prompting LLMs Beats Fine-Tuned Embeddings ACL 2025

MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL COLING 2025

Towards Faithful Multi-step Reasoning through Fine-Grained Causal-aware Attribution Reasoning Distillation COLING 2025

Efficient Tool Use with Chain-of-Abstraction Reasoning COLING 2025

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