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

Sparks of Tabular Reasoning via Text2SQL Reinforcement Learning ACL 2025

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

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

AlexNLP-MO at SemEval-2025 Task 8: A Chain of Thought Framework for Question-Answering over Tabular Data SEMEVAL 2025

Agentic-R1: Distilled Dual-Strategy Reasoning EMNLP 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

MolRAG: Unlocking the Power of Large Language Models for Molecular Property Prediction ACL 2025

Probing Logical Reasoning of MLLMs in Scientific Diagrams EMNLP 2025

HVGuard: Utilizing Multimodal Large Language Models for Hateful Video Detection EMNLP 2025

MultiTEND: A Multilingual Benchmark for Natural Language to NoSQL Query Translation ACL 2025

ConCISE: Confidence-guided Compression in Step-by-step Efficient Reasoning EMNLP 2025

WebAgent-R1: Training Web Agents via End-to-End Multi-Turn Reinforcement Learning EMNLP 2025

SafeChain: Safety of Language Models with Long Chain-of-Thought Reasoning Capabilities ACL 2025

MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale ACL 2025

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

Enhancing Reasoning Abilities of Small LLMs with Cognitive Alignment EMNLP 2025

Teach Small Models to Reason by Curriculum Distillation EMNLP 2025

TableLLM: Enabling Tabular Data Manipulation by LLMs in Real Office Usage Scenarios ACL 2025

What Makes a Good Reasoning Chain? Uncovering Structural Patterns in Long Chain-of-Thought Reasoning EMNLP 2025

CARFT: Boosting LLM Reasoning via Contrastive Learning with Annotated Chain-of-Thought-based Reinforced Fine-Tuning EMNLP 2025

First-Step Advantage: Importance of Starting Right in Multi-Step Math Reasoning ACL 2025

Unlocking General Long Chain-of-Thought Reasoning Capabilities of Large Language Models via Representation Engineering ACL 2025

DART: Distilling Autoregressive Reasoning to Silent Thought EMNLP 2025

Improving Reasoning Capabilities in Small Models through Mixture-of-layers Distillation with Stepwise Attention on Key Information EMNLP 2025