Reasoning

Answering the Wrong Question: Reasoning Trace Inversion for Abstention in LLMs ACL 2026 ARC Is a Vision Problem! CVPR 2026 Are they lovers or friends? Evaluating LLMs’ Social Reasoning in English and Korean Dialogues ACL 2026 Arguments that Alter Minds: LLM Rationales Sway Human (and LLM) Notions of Plausibility ACL 2026 Ascending the Infinite Ladder: Benchmarking Spatial Deformation Reasoning in Vision-Language Models ACL 2026 Asking like Socrates: Socrates helps VLMs understand remote sensing images CVPR 2026 Assessing the Belief Consistency of Large Language Models on the Logical Conversation Process ACL 2026 ASTRA: Adaptive Semantic Tree Reasoning Architecture for Complex Table Question Answering ACL 2026 A Survey of Deep Learning for Geometry Problem Solving ACL 2026 A Survey of Inductive Reasoning for Large Language Models ACL 2026 A Survey of Multimodal Mathematical Reasoning: From Perception, Alignment to Reasoning ACL 2026 A Survey of Reasoning-Intensive Retrieval: Progress and Challenges ACL 2026 AttnPO: Attention-Guided Process Supervision for Efficient Reasoning ACL 2026 AwareVLN: Reasoning with Self-awareness for Vision-Language Navigation CVPR 2026 AXG-Reasoner: Error Detection and Explanation in Long Task Videos with Vision-Language Models CVPR 2026 BBgame at SemEval-2026 Task 12: Small Lanugage Model Fintuning for Abductive Event Reasoning task SemEval 2026 Benchmarking Fine-Grained Error Detection in Multimodal Reasoning ACL 2026 Benchmarking LLM’s Capability in Reasoning over Conflicting Web References ACL 2026 Beyond 3D VQAs: Injecting 3D Spatial Priors into Vision-Language Models for Enhanced Geometric Reasoning CVPR 2026 Beyond Accuracy: Unveiling Inefficiency Patterns in Tool-Integrated Reasoning ACL 2026 Beyond Discrete Search: Divergent Thinking as Intention Optimization in Latent Space ACL 2026 Beyond Examples: Towards Automated Thought-level In-Context Reasoning for Large Language Models ACL 2026 Beyond Experience Retrieval: Learning to Generate Utility-Optimized Structured Experience for Frozen LLMs ACL 2026 Beyond Majority Voting: Towards Fine-grained and More Reliable Reward Signal for Test-Time Reinforcement Learning ACL 2026 Beyond Markovian Forgetfulness: Episodic Memory for Reasoning-Intensive Retrieval ACL 2026