chain-of-thought reasoning

Harnessing Chain-of-Thought Reasoning in Multimodal Large Language Models for Face Anti-Spoofing CVPR 2026 Hearing Between the Lines: Unlocking the Reasoning Power of LLMs for Speech Evaluation EACL 2026 History to Future: Evolving Agent with Experience and Thought for Zero-shot Vision-and-Language Navigation CVPR 2026 HoneyBee: Data Recipes for Vision-Language Reasoners CVPR 2026 HSI-GPT2: A Dual-Granularity Large Motion Reasoning Model with Diffusion Refinement for Human-Scene Interaction CVPR 2026 HUMORCHAIN: Theory-Guided Multi-Stage Reasoning for Interpretable Multimodal Humor Generation CVPR 2026 HybridDriveVLA: Vision-Language-Action Model with Visual CoT reasoning and ToT Evaluation for Autonomous Driving CVPR 2026 I2E: From Image Pixels to Actionable Interactive Environments for Text-Guided Image Editing ACL 2026 ICDAGENT: Empowering Agentic Large Language Models for Explainable Medical Coding ACL 2026 ImpRIF: Stronger Implicit Reasoning Leads to Better Complex Instruction Following ACL 2026 Improving Chain-of-Thought for Logical Reasoning via Attention-Aware Intervention EACL 2026 Incentivizing Strong Reasoning from Weak Supervision EACL 2026 Interpretable Traces, Unexpected Outcomes: Investigating the Disconnect in Trace-Based Knowledge Distillation ACL 2026 In-Token Rationality Optimization: Towards Accurate and Concise LLM Reasoning via Self-Feedback AAAI 2026 IS-CoT: Breaking the Long-form Generation Collapse via Interleaved Structural Thinking ACL 2026 iTAG: Inverse Design for Natural Text Generation with Accurate Causal Graph Annotations ACL 2026 L2V-CoT: Cross-Modal Transfer of Chain-of-Thought Reasoning via Latent Intervention AAAI 2026 Latent Chain-of-Thought World Modeling for End-to-End Autonomous Driving CVPR 2026 LazyEviction: Lagged KV Eviction with Attention Pattern Observation for Efficient Long Reasoning ACL 2026 Learning from Mistakes: Negative Reasoning Samples Enhance Out-of-Domain Generalization ACL 2026 Learning to Edit Knowledge via Instruction-based Chain-of-Thought Prompting ACL 2026 Learning to Reason with Curriculum I: Provable Benefits of Autocurriculum COLT 2026 LENS: Learning to Segment Anything with Unified Reinforced Reasoning AAAI 2026 Let’s Think with Images Efficiently! An Interleaved-Modal Chain-of-Thought Reasoning Framework with Dynamic and Precise Visual Thoughts AAAI 2026 LLM Reasoning as Trajectories: Step-Specific Representation Geometry and Correctness Signals ACL 2026