Reasoning

Test-Time Reasoners Are Strategic Multiple-Choice Test-Takers ACL 2026 The Bidirectional Process Reward Model ACL 2026 The Evolution of Thought: Tracking LLM Overthinking via Reasoning Dynamics Analysis ACL 2026 The Paradox of Outcome Optimization: A Causal Information-Theoretic Bound on Reasoning Shortcuts in LLMs ACL 2026 The Path Not Taken: Duality in Reasoning about Program Execution ACL 2026 The Reasoning Trap: How Enhancing LLM Reasoning Amplifies Tool Hallucination ACL 2026 Thermometer of Thoughts: Enhancing LLM’s Exploration via Attention Temperature Modulation ACL 2026 Thesis Proposal: Intentional Inference for Insight Generation ACL 2026 Think 360deg: Beyond Depth: Evaluating the Width-centric Reasoning Capability of MLLMs CVPR 2026 Think Better, Not Longer: Token-Level Marginal Utility for Efficient Reasoning in Large Reasoning Models ACL 2026 ThinkBooster: A Unified Framework for Seamless Test-Time Scaling of LLM Reasoning ACL 2026 Think How to Think: Mitigating Overthinking with Autonomous Difficulty Cognition in Large Reasoning Models ACL 2026 Thinking-Based Non-Thinking: Solving the Reward Hacking Problem in Training Hybrid Reasoning Models via Reinforcement Learning ACL 2026 Thinking Beyond Labels: Vocabulary-Free Fine-Grained Recognition using Reasoning-Augmented LMMs CVPR 2026 Thinking in Schemas: Robust Syllogistic Reasoning in LLMs ACL 2026 Thinking in Uncertainty: Mitigating Hallucinations in MLRMs with Latent Entropy-Aware Decoding CVPR 2026 Thinking with Reasoning Skills: Fewer Tokens, More Accuracy ACL 2026 Think in Latent Thoughts: A New Paradigm for Gloss-Free Sign Language Translation ACL 2026 Think in Sentences: Explicit Sentence Boundaries Enhance Language Model’s Capabilities ACL 2026 Think Parallax: Solving Multi-Hop Problems via Multi-View Knowledge-Graph-Based Retrieval-Augmented Generation ACL 2026 ThinkStruct: RST-Aware Attention for Logical Reasoning in Machine Reading Comprehension CoNLL 2026 Think Visually, Reason Textually: Vision-Language Synergy in Abstract Reasoning CVPR 2026 Think with 3D: Geometric Imagination Grounded Spatial Reasoning from Limited Views CVPR 2026 Thiyaga6851 at SemEval-2026 Task 11: Disentangling Content and Formal Reasoning in Large Language Models using Neuro-Symbolic Mapping SemEval 2026 THOR: A Theta-Gamma Hierarchical Oscillatory Reasoning Framework for Multi-hop QA ACL 2026