Description
Chain-of-thought prompts contain a series of intermediate reasoning steps, and they are shown to significantly improve the ability of large language models to perform certain tasks that involve complex reasoning (e.g., arithmetic, commonsense reasoning, symbolic reasoning, etc.)
Papers Using This Method
Is Reasoning All You Need? Probing Bias in the Age of Reasoning Language Models2025-07-03Instruction Tuning and CoT Prompting for Contextual Medical QA with LLMs2025-06-13Prompt to Protection: A Comparative Study of Multimodal LLMs in Construction Hazard Recognition2025-06-09Direct Behavior Optimization: Unlocking the Potential of Lightweight LLMs2025-06-06Can ChatGPT Perform Image Splicing Detection? A Preliminary Study2025-05-22RRTL: Red Teaming Reasoning Large Language Models in Tool Learning2025-05-21When Thinking Fails: The Pitfalls of Reasoning for Instruction-Following in LLMs2025-05-16Enhancing Granular Sentiment Classification with Chain-of-Thought Prompting in Large Language Models2025-05-07Chain-of-Thought Prompting for Out-of-Distribution Samples: A Latent-Variable Study2025-04-17Clarifying Ambiguities: on the Role of Ambiguity Types in Prompting Methods for Clarification Generation2025-04-16From Complexity to Clarity: Transforming Chest X-ray Reports with Chained Prompting (Student Abstract)2025-04-11Innate Reasoning is Not Enough: In-Context Learning Enhances Reasoning Large Language Models with Less Overthinking2025-03-25CoT-Drive: Efficient Motion Forecasting for Autonomous Driving with LLMs and Chain-of-Thought Prompting2025-03-10Effectiveness of Zero-shot-CoT in Japanese Prompts2025-03-09Unveiling the Key Factors for Distilling Chain-of-Thought Reasoning2025-02-25MME-CoT: Benchmarking Chain-of-Thought in Large Multimodal Models for Reasoning Quality, Robustness, and Efficiency2025-02-13GCoT: Chain-of-Thought Prompt Learning for Graphs2025-02-12MCTS-SQL: An Effective Framework for Text-to-SQL with Monte Carlo Tree Search2025-01-28System-2 Mathematical Reasoning via Enriched Instruction Tuning2024-12-22Evaluating and Enhancing LLMs for Multi-turn Text-to-SQL with Multiple Question Types2024-12-21