Reasoning

CURE: Critique-Driven Unified Reinforcement Learning for Test-Time Self-Improvement ACL 2026 Curing Miracle Steps in LLM Mathematical Reasoning with Rubric Rewards ACL 2026 Current Advances in LLM Reasoning ACL 2026 Current Agents Fail to Leverage World Model as Tool for Foresight ACL 2026 Cut Your Losses! Learning to Prune Paths Early for Efficient Parallel Reasoning ACL 2026 D2Plan: Dual-Agent Dynamic Global Planning for Complex Retrieval-Augmented Reasoning ACL 2026 Decoding Scientific Experimental Images: The SPUR Benchmark for Perception, Understanding, and Reasoning ACL 2026 DeepScan: A Training-Free Framework for Visually Grounded Reasoning in Large Vision-Language Models CVPR 2026 Deliberative Searcher: Improving LLM Reliability via Reinforcement Learning with Constraints ACL 2026 Diagnosing and Remedying Representation Deficiencies for Deterministic Reasoning in KGQA ACL 2026 Diffuse Thinking: Exploring Diffusion Language Models as Efficient Thought Proposers for Reasoning ACL 2026 Discover and Prove: An Open-source Agentic Framework for Hard Mode Automated Theorem Proving in Lean 4 ACL 2026 Discovering a Shared Logical Subspace: Steering LLM Logical Reasoning via Alignment of Natural-Language and Symbolic Views ACL 2026 Discovery and Reinforcement of Tool-Integrated Reasoning Chains via Rollout Trees ACL 2026 Discriminative Perception via Anchored Description for Reasoning Segmentation CVPR 2026 Disentangling Reasoning Logic to Resolve Explicit Knowledge Conflicts ACL 2026 Dissecting Failure Dynamics in Large Language Model Reasoning ACL 2026 d-itlab at SemEval-2026 Task 12: Per-Option Surprisal and Multi-Stage Gating for Precision-Oriented Causal Reasoning SemEval 2026 DIXITWORLD: Evaluating Multimodal Abductive Reasoning in Vision-Language Models with Multi-Agent Dixit Gameplay ACL 2026 Does RLVR Extend Reasoning Boundaries? Investigating Capability Expansion in Vision-Language Models ACL 2026 Does Self-Consistency Improve the Recall of Encyclopedic Knowledge? ACL 2026 Do Generative Video Models Understand Physical Principles? WACV 2026 d’Olle Grieze at SemEval-2026 Task 11: Comparing the Impact of Supervised Fine-Tuning and Activation Steering on Mitigating Content Effect Bias in Syllogistic Reasoning SemEval 2026 Do LLMs Encode Functional Importance of Reasoning Tokens ? ACL 2026 Do Morals Guide How LLMs Think? The Role of Ethical Perspectives in General Problem Solving ACL 2026