Reasoning

ChessArena: A Chess Testbed for Evaluating Strategic Reasoning Capabilities of Large Language Models ACL 2026 CHOIR: Harmonizing Structured Persona Diversity for Robust Collaborative LLM Reasoning ACL 2026 CiPO: Counterfactual Unlearning for Large Reasoning Models through Iterative Preference Optimization ACL 2026 CityCube: Benchmarking Cross-view Spatial Reasoning on Vision-Language Models in Urban Environments ACL 2026 CLARity: Reasoning Consistency Alone Can Teach Reinforced Experts ACL 2026 CLiViS: Unleashing Cognitive Map through Linguistic-Visual Synergy for Embodied Visual Reasoning CVPR 2026 Closing the Spatial Execution Gap in Digital Whiteboards via Verifiable Reinforcement Learning ACL 2026 Clutch or Cry at SemEval-2026 Task 12: Offline Retrieval-Augmented Generation with Frozen DeBERTa for Abductive Event Reasoning SemEval 2026 CodeDance: A Dynamic Tool-integrated MLLM for Executable Visual Reasoning CVPR 2026 CodePercept: Code-Grounded Visual STEM Perception for MLLMs CVPR 2026 CodeV: Code with Images for Faithful Visual Reasoning via Tool-Aware Policy Optimization CVPR 2026 CoG: Controllable Graph Reasoning via Relational Blueprints and Failure-Aware Refinement over Knowledge Graphs ACL 2026 CogEvolve: A Multimodal Benchmark for Evaluating Relational Reasoning in Semantic Extension ACL 2026 Collapse-Aware Regularization for Reliable Reasoning Under Distribution Shift UAI 2026 Conan: Progressive Learning to Reason Like a Detective over Multi-Scale Visual Evidence CVPR 2026 Constructing coherent spatial memory in LLM agents through graph rectification ACL 2026 Controllable LLM Reasoning via Sparse Autoencoder-Based Steering ACL 2026 Coordinating Search-Informed Reasoning and Reasoning-Guided Search in Claim Verification ACL 2026 CoSToM: Causal-oriented Steering for Intrinsic Theory-of-Mind Alignment in Large Language Models ACL 2026 Could language models win the International Linguistics Olympiad? CoNLL 2026 Counterfactual VLA: Self-Reflective Vision-Language-Action Model with Adaptive Reasoning CVPR 2026 CoVerRL: Breaking the Consensus Trap in Label-Free Reasoning via Generator-Verifier Co-Evolution ACL 2026 Cross-Domain Demo-to-Code via Neurosymbolic Counterfactual Reasoning CVPR 2026 CUETLuminaries at SemEval-2026 Task 11 Disentangling Logical Validity from Semantic Plausibility through Canonical Abstraction SemEval 2026 Cultivating Forensic Reasoning for Generalizable Multimodal Manipulation Detection ACL 2026