chain-of-thought reasoning

Efficient Reasoning for Large Reasoning Language Models via Certainty-Guided Reflection Suppression AAAI 2026 EgoMind: Activating Spatial Cognition through Linguistic Reasoning in MLLMs CVPR 2026 Eliciting Chain-of-Thought in Base LLMs via Gradient-Based Representation Optimization AAAI 2026 EmoThinker: Advancing Visual-Acoustic Emotion Analysis via Structural Token Selection and Chain-of-Thought Reasoning CVPR 2026 Enhancing Auto-regressive Chain-of-Thought through Loop-Aligned Reasoning EACL 2026 Enhancing Video Vision Language Model with Hippocampal Sensing CVPR 2026 ETR: Entropy Trend Reward for Efficient Chain-of-Thought Reasoning ACL 2026 Evidence Grounding vs. Memorization: Why Neural Semantics Matter for Knowledge Graph Fact Verification EACL 2026 Exploring Layer Activation Dynamic of CoT via Knowledge Probe ACL 2026 FantasyVLN: Unified Multimodal Chain-of-Thought Reasoning for Vision-and-Language Navigation CVPR 2026 FAST-EQA: Efficient Embodied Question Answering with Global and Local Region Relevancy WACV 2026 FinChain: A Symbolic Benchmark for Verifiable Chain-of-Thought Financial Reasoning ACL 2026 FireScope: Wildfire Risk Raster Prediction With a Chain-of-Thought Oracle CVPR 2026 FoE: Forest of Errors Makes the First Solution the Best in Large Reasoning Models ACL 2026 From Intent to Execution: Multimodal Chain-of-Thought Reinforcement Learning for Precise CAD Code Generation AAAI 2026 From Manuals to Actions: A Unified VLA Model for Chain-of-Thought Manual Generation and Robotic Manipulation CVPR 2026 Fusion Training for Mathematical Generalization in Large Language Models ACL 2026 GAMBIT: A Gamified Jailbreak Framework for Multimodal Large Language Models ACL 2026 GeM-VG: Towards Generalized Multi-image Visual Grounding with Multimodal Large Language Models AAAI 2026 GenPRM: Scaling Test-Time Compute of Process Reward Models via Generative Reasoning AAAI 2026 Good Arguments Against the People Pleasers: How Reasoning Mitigates (Yet Masks) LLM Sycophancy ACL 2026 GraphCoT-VLA: A 3D Spatial-Aware Reasoning Vision-Language-Action Model for Robotic Manipulation with Ambiguous Instructions AAAI 2026 Graph Reasoning Paradigm: Structured and Symbolic Reasoning with Topology-Aware Reinforcement Learning for Large Language Models ACL 2026 Grounded Chain-of-Thought for Multimodal Large Language Models CVPR 2026 Guided by Gut: Efficient Test-Time Scaling with Reinforced Intrinsic Confidence ACL 2026