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

Unlocking the Capabilities of Thought: A Reasoning Boundary Framework to Quantify and Optimize Chain-of-Thought NIPS 2024

Many-Shot In-Context Learning NIPS 2024

Iterative Reasoning Preference Optimization NIPS 2024

Can Small Language Models Help Large Language Models Reason Better?: LM-Guided Chain-of-Thought COLING 2024

Enhancing Code Generation Performance of Smaller Models by Distilling the Reasoning Ability of LLMs COLING 2024

KptLLM: Unveiling the Power of Large Language Model for Keypoint Comprehension NIPS 2024

On the Representational Capacity of Neural Language Models with Chain-of-Thought Reasoning ACL 2024

ReFT: Reasoning with Reinforced Fine-Tuning ACL 2024

Measuring and Improving Chain-of-Thought Reasoning in Vision-Language Models NAACL 2024

Team UTSA-NLP at SemEval 2024 Task 5: Prompt Ensembling for Argument Reasoning in Civil Procedures with GPT4 NAACL 2024

Infrrd.ai at SemEval-2024 Task 7: RAG-based end-to-end training to generate headlines and numbers NAACL 2024

MAMET at SemEval-2024 Task 7: Supervised Enhanced Reasoning Agent Model NAACL 2024

Chain-of-History Reasoning for Temporal Knowledge Graph Forecasting ACL 2024

On Measuring Faithfulness or Self-consistency of Natural Language Explanations ACL 2024

EFSA: Towards Event-Level Financial Sentiment Analysis ACL 2024

Question-Analysis Prompting Improves LLM Performance in Reasoning Tasks ACL 2024

nicolay-r at SemEval-2024 Task 3: Using Flan-T5 for Reasoning Emotion Cause in Conversations with Chain-of-Thought on Emotion States NAACL 2024

A Systematic Analysis of Large Language Models as Soft Reasoners: The Case of Syllogistic Inferences EMNLP 2024

First Heuristic Then Rational: Dynamic Use of Heuristics in Language Model Reasoning EMNLP 2024

Are LLMs Good Zero-Shot Fallacy Classifiers? EMNLP 2024

HalluMeasure: Fine-grained Hallucination Measurement Using Chain-of-Thought Reasoning EMNLP 2024

Improve Student’s Reasoning Generalizability through Cascading Decomposed CoTs Distillation EMNLP 2024

Step-by-Step Reasoning to Solve Grid Puzzles: Where do LLMs Falter? EMNLP 2024

Language is Scary when Over-Analyzed: Unpacking Implied Misogynistic Reasoning with Argumentation Theory-Driven Prompts EMNLP 2024

SAAS: Solving Ability Amplification Strategy for Enhanced Mathematical Reasoning in Large Language Models EMNLP 2024