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

OrderChain: Towards General Instruct-Tuning for Stimulating the Ordinal Understanding Ability of MLLM ICCV 2025

Unsupervised Visual Chain-of-Thought Reasoning via Preference Optimization ICCV 2025

SoftCoT: Soft Chain-of-Thought for Efficient Reasoning with LLMs ACL 2025

MMMU-Pro: A More Robust Multi-discipline Multimodal Understanding Benchmark ACL 2025

Exploring Multimodal Relation Extraction of Hierarchical Tabular Data with Multi-task Learning ACL 2025

GTR: Guided Thought Reinforcement Prevents Thought Collapse in RL-based VLM Agent Training ICCV 2025

VLIPP: Towards Physically Plausible Video Generation with Vision and Language Informed Physical Prior ICCV 2025

Enhancing Chain-of-Thought Reasoning with Critical Representation Fine-tuning ACL 2025

ChartPoint: Guiding MLLMs with Grounding Reflection for Chart Reasoning ICCV 2025

Exploring Large Language Models for Hate Speech Detection in Rioplatense Spanish NAACL 2025

CoreEval: Automatically Building Contamination-Resilient Datasets with Real-World Knowledge toward Reliable LLM Evaluation ACL 2025

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

Make Every Penny Count: Difficulty-Adaptive Self-Consistency for Cost-Efficient Reasoning NAACL 2025

Omni-Chart-600K: A Comprehensive Dataset of Chart Types for Chart Understanding NAACL 2025

Can Large Language Models Detect Errors in Long Chain-of-Thought Reasoning? ACL 2025

Critical Thinking: Which Kinds of Complexity Govern Optimal Reasoning Length? IJCNLP 2025

TORSO: Template-Oriented Reasoning Towards General Tasks 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

GE-Chat: A Graph Enhanced RAG Framework for Evidential Response Generation of LLMs IJCAI 2025

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

ThinkEdit: Interpretable Weight Editing to Mitigate Overly Short Thinking in Reasoning Models EMNLP 2025

Understanding the Thinking Process of Reasoning Models: A Perspective from Schoenfeld’s Episode Theory EMNLP 2025

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

EscapeBench: Towards Advancing Creative Intelligence of Language Model Agents ACL 2025