Large Language Models

Thesis Proposal: When Does an Agent Know It Is Lost? Confidence Trajectory Analysis for Tool-Using LLMs ACL 2026 Think 360deg: Beyond Depth: Evaluating the Width-centric Reasoning Capability of MLLMs CVPR 2026 ThinkBooster: A Unified Framework for Seamless Test-Time Scaling of LLM Reasoning ACL 2026 Think Faster Than Words: Efficient LLM Chain-of-Thought Reasoning via Dynamic Shortcut Decoding ACL 2026 Think How to Think: Mitigating Overthinking with Autonomous Difficulty Cognition in Large Reasoning Models ACL 2026 Thinking beyond the anthropomorphic paradigm benefits LLM research ACL 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 Drafts: Speculative Temporal Reasoning for Efficient Long Video Understanding CVPR 2026 Thinking with Reasoning Skills: Fewer Tokens, More Accuracy ACL 2026 Think in Sentences: Explicit Sentence Boundaries Enhance Language Model’s Capabilities ACL 2026 Think Like You Execute: Verifiable Chain of Thought from Program Traces ACL 2026 ThinkPersona: Thinking with Persona Graphs for Faithful Individualized Role-Playing ACL 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 ThreadSumm: Summarization of Nested Discourse Threads Using Tree of Thoughts ACL 2026 Through the Looking Glass of Multilingual AI: Contrasting Language- and Name Script-Dependent Ethnic Hierarchies in GPT and DeepSeek ACL 2026 Tight Sample Complexity of Transformers COLT 2026 TiKMiX: Efficient Semi-Dynamic Data Mixture via Data Influence for LLM Pre-training ACL 2026 TimeLens: Rethinking Video Temporal Grounding with Multimodal LLMs CVPR 2026 Timely Machine: Awareness of Time Makes Test-Time Scaling Agentic ACL 2026 TimeSAF: Towards LLM-Guided Semantic Asynchronous Fusion for Time Series Forecasting ACL 2026 TInR: Exploring Tool-Internalized Reasoning in Large Language Models ACL 2026 TinyJudge: Unverifiable Constraint Alignment via Lightweight Specialist Ensembles ACL 2026