Large Language Models

Test-Time Scaling in Clinical Decision Making MIDL 2026 Test-Time Strategies for More Efficient and Accurate Agentic RAG ACL 2026 Text-to-Distribution Prediction with Quantile Tokens and Neighbor Context ACL 2026 Textual Steering Vectors Can Improve Visual Understanding in Multimodal Large Language Models ACL 2026 Texvent: Asynchronous Event Data Simulation via Text Prompt CVPR 2026 The Argonauts at SemEval-2026 Task 9: Multilingual Polarization Detection and Classification Using LLM Prompting and Transformer Fine-Tuning SemEval 2026 The Bidirectional Process Reward Model ACL 2026 The Bitter Lesson of Diffusion Language Models for Agentic Workflows: A Comprehensive Reality Check ACL 2026 The Confidence Dichotomy: Analyzing and Mitigating Miscalibration in Tool-Use Agents ACL 2026 The Confident Liar: Diagnosing Multi-Agent Debate with Log-Probabilities and LLM-as-Judge ACL 2026 The Data Frontier for Large Language Models: Selection, Synthesis, and Tools ACL 2026 The Digital Dunning-Kruger Effect: Decoupling Hallucinations via Geometric Hidden-state Observation for Semantic Truthfulness ACL 2026 The Dominance of Text Space: Unveiling the Asymmetric Nature of Cross-Modal Alignment in Large Language Models ACL 2026 The Evolution of Thought: Tracking LLM Overthinking via Reasoning Dynamics Analysis ACL 2026 The Imperfective Paradox in Large Language Models ACL 2026 The “Knowledge–Behavior Gap” in Cultural Taboo Safety of Large Language Models ACL 2026 The LLM Bottleneck: Why Open-Source Vision LLMs Struggle with Hierarchical Visual Recognition CVPR 2026 The Paradox of Outcome Optimization: A Causal Information-Theoretic Bound on Reasoning Shortcuts in LLMs ACL 2026 The Personalization Trap: How User Memory Alters Emotional Reasoning in LLMs ACL 2026 The Pitfalls of KV Cache Compression 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 The Shape of Vulnerability: How Adversarial Perturbations Reshape the Topology of Language Model Latent Spaces ACL 2026 Thesis Proposal: Intentional Inference for Insight Generation ACL 2026 Thesis Proposal: LLMs post-training for multilingual medical tasks. Instruction-Tuning, Continual-Pretraining or Reasoning? ACL 2026