chain of thought

Can LLMs Reason Abstractly Over Math Word Problems Without CoT? Disentangling Abstract Formulation From Arithmetic Computation EMNLP 2025 Can Stories Help LLMs Reason? Curating Information Space Through Narrative ACL 2025 CATCH: A Novel Data Synthesis Framework for High Therapy Fidelity and Memory-Driven Planning Chain of Thought in AI Counseling EMNLP 2025 CDW-CoT: Clustered Distance-Weighted Chain-of-Thoughts Reasoning AAAI 2025 Cerebrum (AIOS SDK): A Platform for Agent Development, Deployment, Distribution, and Discovery NAACL 2025 Chain-of-Thought Matters: Improving Long-Context Language Models with Reasoning Path Supervision EMNLP 2025 ChartM3: A Multi-Stage Code-Driven Pipeline for Constructing Multi-Dimensional and Multi-Step Visual Reasoning Data in Chart Comprehension EMNLP 2025 CoAT: Chain-of-Associated-Thoughts Framework for Enhancing Large Language Models Reasoning EMNLP 2025 CoMAT: Chain of Mathematically Annotated Thought Improves Mathematical Reasoning EMNLP 2025 CoT4Rec: Revealing User Preferences Through Chain of Thought for Recommender Systems AAAI 2025 CoT-based Synthesizer: Enhancing LLM Performance through Answer Synthesis ACL 2025 CoTFormer: A Chain of Thought Driven Architecture with Budget-Adaptive Computation Cost at Inference ICLR 2025 CoT-RAG: Integrating Chain of Thought and Retrieval-Augmented Generation to Enhance Reasoning in Large Language Models EMNLP 2025 CoT-VTM: Visual-to-Music Generation with Chain-of-Thought Reasoning ACL 2025 Could you BE more sarcastic? A Cognitive Approach to Bidirectional Sarcasm Understanding in Language Models IJCNLP 2025 DAST: Difficulty-Adaptive Slow-Thinking for Large Reasoning Models EMNLP 2025 Dataground at SemEval-2025 Task 8: Small LLMs and Preference Optimization for Tabular QA SemEval 2025 DCMKC: A Dual Consistency Matching Approach for Multi-hop Question Answering in LLMs EMNLP 2025 Does “Reasoning” with Large Language Models Improve Recognizing, Generating and Reframing Unhelpful Thoughts? ACL 2025 Do Large Language Models excel in Complex Logical Reasoning with Formal Language? EMNLP 2025 Do Large Language Models Truly Understand Geometric Structures? ICLR 2025 Do Vision & Language Decoders use Images and Text equally? How Self-consistent are their Explanations? ICLR 2025 EERPD: Leveraging Emotion and Emotion Regulation for Improving Personality Detection COLING 2025 Ehrenfeucht-Haussler Rank and Chain of Thought ICML 2025 Emma-X: An Embodied Multimodal Action Model with Grounded Chain of Thought and Look-ahead Spatial Reasoning ACL 2025