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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

CoTAR: Chain-of-Thought Attribution Reasoning with Multi-level Granularity EMNLP 2024
Few shot chain-of-thought driven reasoning to prompt LLMs for open-ended medical question answering EMNLP 2024
In-Context Learning with Iterative Demonstration Selection EMNLP 2024
Traffic Light or Light Traffic? Investigating Phrasal Semantics in Large Language Models EMNLP 2024
Multilingual Contrastive Decoding via Language-Agnostic Layers Skipping EMNLP 2024
Auto-Evolve: Enhancing Large Language Model’s Performance via Self-Reasoning Framework EMNLP 2024
Making Reasoning Matter: Measuring and Improving Faithfulness of Chain-of-Thought Reasoning EMNLP 2024
Reasoning Paths Optimization: Learning to Reason and Explore From Diverse Paths EMNLP 2024
KU-DMIS at MEDIQA-CORR 2024: Exploring the Reasoning Capabilities of Small Language Models in Medical Error Correction NAACL 2024
GoT: Effective Graph-of-Thought Reasoning in Language Models NAACL 2024
Content-Specific Humorous Image Captioning Using Incongruity Resolution Chain-of-Thought NAACL 2024
How Interpretable are Reasoning Explanations from Prompting Large Language Models? NAACL 2024
ESG Classification by Implicit Rule Learning via GPT-4 COLING 2024
Trustworthiness and Self-awareness in Large Language Models: An Exploration through the Think-Solve-Verify Framework COLING 2024
Dialogue Chain-of-Thought Distillation for Commonsense-aware Conversational Agents EMNLP 2023
ChatCoT: Tool-Augmented Chain-of-Thought Reasoning on Chat-based Large Language Models EMNLP 2023
Chain-of-Thought Reasoning in Tabular Language Models EMNLP 2023
Extractive Summarization via ChatGPT for Faithful Summary Generation EMNLP 2023
LogiCoT: Logical Chain-of-Thought Instruction Tuning EMNLP 2023
Assessing Step-by-Step Reasoning against Lexical Negation: A Case Study on Syllogism EMNLP 2023
From Chaos to Clarity: Claim Normalization to Empower Fact-Checking EMNLP 2023
Exchange-of-Thought: Enhancing Large Language Model Capabilities through Cross-Model Communication EMNLP 2023
Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step Questions ACL 2023
Learning Multi-Step Reasoning by Solving Arithmetic Tasks ACL 2023
Automatic Model Selection with Large Language Models for Reasoning EMNLP 2023