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

Marco-o1 v2: Towards Widening The Distillation Bottleneck for Reasoning Models ACL 2025

Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic Tools ACL 2025

From Perceptions to Decisions: Wildfire Evacuation Decision Prediction with Behavioral Theory-informed LLMs ACL 2025

One Missing Piece for Open-Source Reasoning Models: A Dataset to Mitigate Cold-Starting Short CoT LLMs in RL ACL 2025

Investigating Inference-time Scaling for Chain of Multi-modal Thought: A Preliminary Study ACL 2025

A Reinforcement Learning Framework for Cross-Lingual Stance Detection Using Chain-of-Thought Alignment ACL 2025

CODI: Compressing Chain-of-Thought into Continuous Space via Self-Distillation EMNLP 2025

Molecular String Representation Preferences in Pretrained LLMs: A Comparative Study in Zero- & Few-Shot Molecular Property Prediction EMNLP 2025

MovieCORE: COgnitive REasoning in Movies EMNLP 2025

Think Wider, Detect Sharper: Reinforced Reference Coverage for Document-Level Self-Contradiction Detection EMNLP 2025

From Schema to State: Zero-Shot Scheme-Only Dialogue State Tracking via Diverse Synthetic Dialogue and Step-by-Step Distillation EMNLP 2025

Language Mixing in Reasoning Language Models: Patterns, Impact, and Internal Causes EMNLP 2025

Two Heads Are Better Than One: Dual-Model Verbal Reflection at Inference-Time EMNLP 2025

Diagnosing Memorization in Chain-of-Thought Reasoning, One Token at a Time EMNLP 2025

Improving LLM Reasoning through Interpretable Role-Playing Steering EMNLP 2025

MetaLadder: Ascending Mathematical Solution Quality via Analogical-Problem Reasoning Transfer EMNLP 2025

CANDY: Benchmarking LLMs’ Limitations and Assistive Potential in Chinese Misinformation Fact-Checking EMNLP 2025

KERAG: Knowledge-Enhanced Retrieval-Augmented Generation for Advanced Question Answering EMNLP 2025

Bridging the Dynamic Perception Gap: Training-Free Draft Chain-of-Thought for Dynamic Multimodal Spatial Reasoning EMNLP 2025

Is Safety Standard Same for Everyone? User-Specific Safety Evaluation of Large Language Models EMNLP 2025

StepKE: Stepwise Knowledge Editing for Multi-Hop Question Answering EMNLP 2025

A Closer Look at Bias and Chain-of-Thought Faithfulness of Large (Vision) Language Models EMNLP 2025

Does Reasoning Introduce Bias? A Study of Social Bias Evaluation and Mitigation in LLM Reasoning EMNLP 2025

MMPlanner: Zero-Shot Multimodal Procedural Planning with Chain-of-Thought Object State Reasoning EMNLP 2025

GRPO-Guided Modality Selection Enhanced LoRA-Tuned LLMs for Multimodal Emotion Recognition EMNLP 2025