chain-of-thought reasoning

OctoNav: Towards Generalist Embodied Navigation CVPR 2026 OLA: Output Language Alignment in Code-Switched LLM Interactions ACL 2026 Omni-MMSI: Toward Identity-attributed Social Interaction Understanding CVPR 2026 OncoCoT: A Temporal-causal Chain-of-Thought Dataset for Oncologic Decision-Making AAAI 2026 One and Only at SemEval-2026 Task 2: Evaluating Zero-Shot Autonomous LLM Agents and Heuristic Proxies in Ecological Affect Forecasting SemEval 2026 OptiCo: Adaptive Distributed Training Optimization via Collaborative Agent Reasoning ACL 2026 OralGPT-Omni: A Versatile Dental Multimodal Large Language Model CVPR 2026 Parse, Search, and Confirmation: Training-Free Aerial Vision-and-Dialog Navigation with Chain-of-Thought Reasoning and Structured Spatial Memory CVPR 2026 Patho-R1: A Multimodal Reinforcement Learning-Based Pathology Expert Reasoner AAAI 2026 Perception, Understanding and Reasoning: A Multimodal Benchmark for Video Fake News Detection ACL 2026 PointThinker: Point-Incentivized Parallel Thinking for Multimodal Large Language Model CVPR 2026 Process Reward Models Meet Planning: Generating Precise and Scalable Datasets for Step-Level Rewards ACL 2026 Prompt-Level Distillation: A Non-Parametric Alternative to Model Fine-Tuning for Efficient Reasoning ACL 2026 ProRefine: Inference-Time Prompt Refinement with Textual Feedback (Student Abstract) AAAI 2026 R2IF: Aligning Reasoning with Decisions via Composite Rewards for Interpretable LLM Function Calling ACL 2026 R-4B: Incentivizing General-Purpose Auto-Thinking in MLLMs via Bi-Mode Annealing and Reinforce Learning CVPR 2026 Rationale-Enhanced Decoding for Multi-modal Chain-of-Thought CVPR 2026 ReaGEN: Adaptive Generation of Structured Chains-of-Thought for Efficient Multimodal Reasoning CVPR 2026 ReasonAny: Incorporating Reasoning Capability to Any Model via Simple and Effective Model Merging ACL 2026 Reasoning Fails Where Step Flow Breaks ACL 2026 Reasoning While Asking: Transforming Reasoning Large Language Models from Passive Solvers to Proactive Inquirers ACL 2026 Reasoning with OmniThought: A Large CoT Dataset with Verbosity and Cognitive Difficulty Annotations ACL 2026 ReEfBench: Quantifying the Reasoning Efficiency of LLMs ACL 2026 ReList: A Multi-objective Reasoning Framework for Diversified Listwise Query Recommendation ACL 2026 Render-of-Thought: Rendering Textual Chain-of-Thought as Images for Visual Latent Reasoning ACL 2026