Chain-of-Thought Reasoning

ViRC: Enhancing Visual Interleaved Mathematical CoT with Reason Chunking CVPR 2026 VisionLeaf: Entropy-Guided Leaf-First Reasoning for Efficient and Accurate Think-with-Image CVPR 2026 Visual-Aware CoT: Achieving High-Fidelity Visual Consistency in Unified Models CVPR 2026 When Visualizing is the First Step to Reasoning: MIRA, a Benchmark for Visual Chain-of-Thought CVPR 2026 YNU-HPCC at SemEval-2026 Task 6: Hierarchical Taxonomy Prompting and CoT Distillation for Political Clarity Classification SemEval 2026 Your Reasoning Model Knows What Counts: Self-Guided Chain-of-Thought Pruning for Efficient Reasoning ACL 2026 Capture the Key in Reasoning to Enhance CoT Distillation Generalization ACL 2025 CCL-XCoT: An Efficient Cross-Lingual Knowledge Transfer Method for Mitigating Hallucination Generation EMNLP 2025 Chain-of-Thought Distillation with Fine-Grained Acoustic Cues for Speech Emotion Recognition Interspeech 2025 Chain-of-Thought Training for Open E2E Spoken Dialogue Systems Interspeech 2025 Comparison-Based Automatic Evaluation for Meeting Summarization Interspeech 2025 Hearing from Silence: Reasoning Audio Descriptions from Silent Videos via Vision-Language Model Interspeech 2025 Reasoning-Based Approach with Chain-of-Thought for Alzheimer’s Detection Using Speech and Large Language Models Interspeech 2025 RoT: Enhancing Table Reasoning with Iterative Row-Wise Traversals EMNLP 2025 ScottyPoseidon at SemEval-2025 Task 8: LLM-Driven Code Generation for Zero-Shot Question Answering on Tabular Data SemEval 2025 Speech-to-Text Translation with Phoneme-Augmented CoT: Enhancing Cross-Lingual Transfer in Low-Resource Scenarios Interspeech 2025 TRACT: Regression-Aware Fine-tuning Meets Chain-of-Thought Reasoning for LLM-as-a-Judge ACL 2025 Training Nonlinear Transformers for Chain-of-Thought Inference: A Theoretical Generalization Analysis ICLR 2025 Tree-of-AdEditor: Heuristic Tree Reasoning for Automated Video Advertisement Editing with Large Language Model IJCAI 2025 VerbaNexAI at SemEval-2025 Task 3: Fact Retrieval with Google Snippets for LLM Context Filtering to identify Hallucinations SemEval 2025 Adaption-of-Thought: Learning Question Difficulty Improves Large Language Models for Reasoning EMNLP 2024 CoT3DRef: Chain-of-Thoughts Data-Efficient 3D Visual Grounding ICLR 2024 HalluMeasure: Fine-grained Hallucination Measurement Using Chain-of-Thought Reasoning EMNLP 2024 Complexity-Based Prompting for Multi-step Reasoning ICLR 2023 GRACE: Discriminator-Guided Chain-of-Thought Reasoning EMNLP 2023