chain-of-thought reasoning

A3: Towards Advertising Aesthetic Assessment CVPR 2026 AAPO: Enhancing the Reasoning Capabilities of LLMs with Advantage Margin ACL 2026 A Comprehensive Evaluation of Multilingual Chain-of-Thought Reasoning: Performance, Consistency, and Faithfulness Across Languages EACL 2026 ACoT-VLA: Action Chain-of-Thought for Vision-Language-Action Models CVPR 2026 AdaMix: Adaptive Mixing for Short and Long Reasoning Adapters ACL 2026 Adaptive Spatial and Temporal Redundancy Optimization for Efficient Reasoning in Large Language Models ACL 2026 AdaReason: Progressive Training of Multi-LoRA Adapters for Budget-Adaptive Language Reasoning Models AAAI 2026 Affordance-R1: Reinforcement Learning for Generalizable Affordance Reasoning in Multimodal Large Language Models AAAI 2026 AIM-CoT: Active Information-driven Multimodal Chain-of-Thought for Vision-Language Reasoning ACL 2026 Analyzing LLM Instruction Optimization for Tabular Fact Verification EACL 2026 Are Image-to-Video Models Good Zero-Shot Image Editors? CVPR 2026 Attention to Threat-Relevant Objects: Reasoning Detection in Autonomous Driving via Multimodal Large Language Models AAAI 2026 Automated Refinement of Essay Scoring Rubrics for Language Models via Reflect-and-Revise CoNLL 2026 Aware First, Think Less: Dynamic Boundary Self-Awareness Drives Significant Gains in Reasoning Efficiency in Large Language Models AAAI 2026 BadThink: Triggered Overthinking Attacks on Chain-of-Thought Reasoning in Large Language Models AAAI 2026 Beyond Simple Edits: X-Planner for Complex Instruction-Based Image Editing AAAI 2026 Blind Spot Navigation in Large Language Model Reasoning with Thought Space Explorer EACL 2026 BLM-Guard: Explainable Multimodal Ad Moderation with Chain-of-Thought and Policy-Aligned Rewards AAAI 2026 Breaking the Reward Barrier: Accelerating Tree-of-Thought Reasoning via Speculative Exploration OSDI 2026 CADMate: Generating CAD Assembly Plan with Geometric Chain-of-Thought and Spatial Physical Rewards ACL 2026 Can a Second-View Image Be a Language? Geometric and Semantic Cross-Modal Reasoning for X-ray Prohibited Item Detection CVPR 2026 Can Reasoning Help Large Language Models Capture Human Annotator Disagreement? EACL 2026 Can Reasoning Path still be Effective as Input? Bridging Post-Reasoning to Chain-of-Thought Compression ACL 2026 CAT: Confidence-Adaptive Thinking for Efficient Reasoning of Large Reasoning Models ACL 2026 CATS: Category-Aware Token-level Steering for Training-Free Redundancy Reduction in Large Reasoning Models AAAI 2026