Chain-of-Thought

AILS-NTUA at SemEval-2026 Task 10: Agentic LLMs for Psycholinguistic Marker Extraction and Conspiracy Endorsement Detection SemEval 2026 Algorithmic Thinking Theory COLT 2026 Anti-Length Shift: Dynamic Outlier Truncation for Training Efficient Reasoning Models ACL 2026 Beyond Weak Supervision: MLLMs-Guided Graded Knowledge Distillation for Unsupervised Camouflaged Object Detection CVPR 2026 Chain-of-Thought as a Lens: Evaluating Structured Reasoning Alignment between Human Preferences and Large Language Models ACL 2026 Chain-of-Thought Guided Multi-Modal Object Re-Identification CVPR 2026 Chart-FR1: Visual Focus-Driven Fine-Grained Reasoning on Dense Charts CVPR 2026 CoT-Edit: Let CoT Guide Instruction Video Editing CVPR 2026 Decompose and Transfer: CoT-Prompting Enhanced Alignment for Open-Vocabulary Temporal Action Detection CVPR 2026 Diffusion Guided Chain-of-Vision for Large Autoregressive Vision Models CVPR 2026 Discovery and Reinforcement of Tool-Integrated Reasoning Chains via Rollout Trees ACL 2026 DPWriter: Reinforcement Learning with Diverse Planning Branching for Creative Writing ACL 2026 E-comIQ-ZH: A Human-Aligned Dataset and Benchmark for Fine-Grained Evaluation of E-commerce Posters with Chain-of-Thought CVPR 2026 Fuel Gauge: Estimating Chain-of-Thought Length Ahead of Time in Large Multimodal Models CVPR 2026 GeoAgent: Learning to Geolocate Everywhere with Reinforced Geographic Characteristics CVPR 2026 Graph Reasoning Paradigm: Structured and Symbolic Reasoning with Topology-Aware Reinforcement Learning for Large Language Models ACL 2026 Long-Chain Reasoning Distillation via Adaptive Prefix Alignment ACL 2026 Meta-CoT: Enhancing Granularity and Generalization in Image Editing CVPR 2026 Parse, Search, and Confirmation: Training-Free Aerial Vision-and-Dialog Navigation with Chain-of-Thought Reasoning and Structured Spatial Memory CVPR 2026 PRISMA: Preference-Reinforced Self-Training Approach for Interpretable Emotionally Intelligent Negotiation Dialogues ACL 2026 ReaGEN: Adaptive Generation of Structured Chains-of-Thought for Efficient Multimodal Reasoning CVPR 2026 Score2Instruct: Scaling Up Video Quality-Centric Instructions via Automated Dimension Scoring CVPR 2026 Think Like You Execute: Verifiable Chain of Thought from Program Traces ACL 2026 uir-cis-7 at SemEval-2026 Task 7: Zero-Shot Chain-of-Thought Reasoning for Cross-Cultural Daily Knowledge SemEval 2026 U-Mind: A Unified Framework for Real-Time Multimodal Interaction with Audiovisual Generation CVPR 2026