chain-of-thought reasoning

CCL-XCoT: An Efficient Cross-Lingual Knowledge Transfer Method for Mitigating Hallucination Generation EMNLP 2025 CDW-CoT: Clustered Distance-Weighted Chain-of-Thoughts Reasoning AAAI 2025 Chain-of-Probe: Examining the Necessity and Accuracy of CoT Step-by-Step NAACL 2025 Chain-of-Thought Distillation with Fine-Grained Acoustic Cues for Speech Emotion Recognition Interspeech 2025 Chain-of-Thought Provably Enables Learning the (Otherwise) Unlearnable ICLR 2025 ChartPoint: Guiding MLLMs with Grounding Reflection for Chart Reasoning ICCV 2025 CHASE-SQL: Multi-Path Reasoning and Preference Optimized Candidate Selection in Text-to-SQL ICLR 2025 CHEER-Ekman: Fine-grained Embodied Emotion Classification ACL 2025 Code Execution as Grounded Supervision for LLM Reasoning EMNLP 2025 CODI: Compressing Chain-of-Thought into Continuous Space via Self-Distillation EMNLP 2025 CoKe: Customizable Fine-Grained Story Evaluation via Chain-of-Keyword Rationalization ACL 2025 Columbo: Expanding Abbreviated Column Names for Tabular Data Using Large Language Models EMNLP 2025 Comparison-Based Automatic Evaluation for Meeting Summarization Interspeech 2025 ConCISE: Confidence-guided Compression in Step-by-step Efficient Reasoning EMNLP 2025 Confidence-Aware Reasoning: Optimizing Self-Guided Thinking Trajectories in Large Reasoning Models EMNLP 2025 Conflict and Overlap Classification in Construction Standards Using a Large Language Model NAACL 2025 CoreEval: Automatically Building Contamination-Resilient Datasets with Real-World Knowledge toward Reliable LLM Evaluation ACL 2025 Corvid: Improving Multimodal Large Language Models Towards Chain-of-Thought Reasoning ICCV 2025 CoT-based Synthesizer: Enhancing LLM Performance through Answer Synthesis ACL 2025 CoTMR: Chain-of-Thought Multi-Scale Reasoning for Training-Free Zero-Shot Composed Image Retrieval ICCV 2025 CoT-UQ: Improving Response-wise Uncertainty Quantification in LLMs with Chain-of-Thought ACL 2025 CoT-VLA: Visual Chain-of-Thought Reasoning for Vision-Language-Action Models CVPR 2025 Critical Thinking: Which Kinds of Complexity Govern Optimal Reasoning Length? IJCNLP 2025 Critic-CoT: Boosting the Reasoning Abilities of Large Language Model via Chain-of-Thought Critic ACL 2025 Crowd Comparative Reasoning: Unlocking Comprehensive Evaluations for LLM-as-a-Judge ACL 2025