chain-of-thought reasoning

EFSA: Towards Event-Level Financial Sentiment Analysis ACL 2024 Enhancing Code Generation Performance of Smaller Models by Distilling the Reasoning Ability of LLMs COLING 2024 Enhancing Zero-Shot Chain-of-Thought Reasoning in Large Language Models through Logic COLING 2024 Escape Sky-high Cost: Early-stopping Self-Consistency for Multi-step Reasoning ICLR 2024 ESG Classification by Implicit Rule Learning via GPT-4 COLING 2024 Exploring Chain-of-Thought for Multi-modal Metaphor Detection ACL 2024 Few shot chain-of-thought driven reasoning to prompt LLMs for open-ended medical question answering EMNLP 2024 First Heuristic Then Rational: Dynamic Use of Heuristics in Language Model Reasoning EMNLP 2024 Focus on Your Question! Interpreting and Mitigating Toxic CoT Problems in Commonsense Reasoning ACL 2024 Frugal LMs Trained to Invoke Symbolic Solvers Achieve Parameter-Efficient Arithmetic Reasoning AAAI 2024 Generate Subgoal Images before Act: Unlocking the Chain-of-Thought Reasoning in Diffusion Model for Robot Manipulation with Multimodal Prompts CVPR 2024 GoT: Effective Graph-of-Thought Reasoning in Language Models NAACL 2024 HalluMeasure: Fine-grained Hallucination Measurement Using Chain-of-Thought Reasoning EMNLP 2024 How Do Humans Write Code? Large Models Do It the Same Way Too EMNLP 2024 How Interpretable are Reasoning Explanations from Prompting Large Language Models? NAACL 2024 Improve Student’s Reasoning Generalizability through Cascading Decomposed CoTs Distillation EMNLP 2024 In-Context Learning with Iterative Demonstration Selection EMNLP 2024 Injecting Salesperson’s Dialogue Strategies in Large Language Models with Chain-of-Thought Reasoning ACL 2024 InstructSpeech: Following Speech Editing Instructions via Large Language Models ICML 2024 Iterative Reasoning Preference Optimization NeurIPS 2024 KAM-CoT: Knowledge Augmented Multimodal Chain-of-Thoughts Reasoning AAAI 2024 KptLLM: Unveiling the Power of Large Language Model for Keypoint Comprehension NeurIPS 2024 KU-DMIS at MEDIQA-CORR 2024: Exploring the Reasoning Capabilities of Small Language Models in Medical Error Correction NAACL 2024 Language is Scary when Over-Analyzed: Unpacking Implied Misogynistic Reasoning with Argumentation Theory-Driven Prompts EMNLP 2024 LaRS: Latent Reasoning Skills for Chain-of-Thought Reasoning EMNLP 2024