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

CCL-XCoT: An Efficient Cross-Lingual Knowledge Transfer Method for Mitigating Hallucination Generation EMNLP 2025

R1-VL: Learning to Reason with Multimodal Large Language Models via Step-wise Group Relative Policy Optimization ICCV 2025

How Likely Do LLMs with CoT Mimic Human Reasoning? COLING 2025

MENDER: Multi-hop Commonsense and Domain-specific CoT Reasoning for Knowledge-grounded Empathetic Counseling of Crime Victims NAACL 2025

Reasoning Enhanced Missing Knowledge Retrieval Augmented Generation Framework for Domain Specific Question Answering AACL 2025

GRASP-ChoQ: Knowledge Graph-Based Retrieval Augmentation for Stance Detection in Political Texts with Chain-of-Questions Reasoning AACL 2025

UnsafeChain: Enhancing Reasoning Model Safety via Hard Cases AACL 2025

ScottyPoseidon at SemEval-2025 Task 8: LLM-Driven Code Generation for Zero-Shot Question Answering on Tabular Data ACL 2025

Syntriever: How to Train Your Retriever with Synthetic Data from LLMs NAACL 2025

CYUT at SemEval-2025 Task 6: Prompting with Precision – ESG Analysis via Structured Prompts SEMEVAL 2025

Uncovering the Impact of Chain-of-Thought Reasoning for Direct Preference Optimization: Lessons from Text-to-SQL ACL 2025

Visual CoT: Advancing Multi-Modal Language Models with a Comprehensive Dataset and Benchmark for Chain-of-Thought Reasoning NIPS 2024

KAM-CoT: Knowledge Augmented Multimodal Chain-of-Thoughts Reasoning AAAI 2024

Prompting Explicit and Implicit Knowledge for Multi-hop Question Answering Based on Human Reading Process COLING 2024

Enhancing Zero-Shot Chain-of-Thought Reasoning in Large Language Models through Logic COLING 2024

Do Emergent Abilities Exist in Quantized Large Language Models: An Empirical Study COLING 2024

ChartThinker: A Contextual Chain-of-Thought Approach to Optimized Chart Summarization COLING 2024

Over-Reasoning and Redundant Calculation of Large Language Models EACL 2024

Aligning Large and Small Language Models via Chain-of-Thought Reasoning EACL 2024

Discovering and Articulating Frames of Communication from Social Media Using Chain-of-Thought Reasoning EACL 2024

YNU-HPCC at SemEval-2024 Task 7: Instruction Fine-tuning Models for Numerical Understanding and Generation SEMEVAL 2024

A Novel Instruction Tuning Method for Vietnamese Mathematical Reasoning using Trainable Open-Source Large Language Models CONLL 2024

MutaPLM: Protein Language Modeling for Mutation Explanation and Engineering NIPS 2024

Generate Subgoal Images before Act: Unlocking the Chain-of-Thought Reasoning in Diffusion Model for Robot Manipulation with Multimodal Prompts CVPR 2024

Pelican: Correcting Hallucination in Vision-LLMs via Claim Decomposition and Program of Thought Verification EMNLP 2024