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

RaDeR: Reasoning-aware Dense Retrieval Models EMNLP 2025

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

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

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

Enhancing the Reasoning Capabilities of Small Language Models via Solution Guidance Fine-Tuning COLING 2025

Studying the capabilities of Large Language Models in solving Combinatorics Problems posed in Hindi COLING 2025

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

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

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

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

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

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

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

VisDoM: Multi-Document QA with Visually Rich Elements Using Multimodal Retrieval-Augmented Generation NAACL 2025

Self-DC: When to Reason and When to Act? Self Divide-and-Conquer for Compositional Unknown Questions NAACL 2025

S2-MAD: Breaking the Token Barrier to Enhance Multi-Agent Debate Efficiency NAACL 2025

PORT: Preference Optimization on Reasoning Traces NAACL 2025

On the Impact of Fine-Tuning on Chain-of-Thought Reasoning NAACL 2025

Enhancing Function-Calling Capabilities in LLMs: Strategies for Prompt Formats, Data Integration, and Multilingual Translation NAACL 2025

Conflict and Overlap Classification in Construction Standards Using a Large Language Model NAACL 2025

Chain-of-Probe: Examining the Necessity and Accuracy of CoT Step-by-Step NAACL 2025

The Power of Bullet Lists: A Simple Yet Effective Prompting Approach to Enhancing Spatial Reasoning in Large Language Models NAACL 2025

L3GO: Language Agents with Chain-of-3D-Thoughts for Generating Unconventional Objects NAACL 2025

Forest for the Trees: Overarching Prompting Evokes High-Level Reasoning in Large Language Models NAACL 2025

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