Large Language Models

Hierarchically Robust Zero-shot Vision-language Models CVPR 2026 Hierarchical Reinforcement Learning with Augmented Step-Level Transitions for LLM Agents ACL 2026 Hierarchical Token Prepending: Enhancing Information Flow in Decoder-based LLM Embeddings ACL 2026 Hi-Lo Prune: Look at What You'll Lose before Pruning with Hierarchical Token Selection CVPR 2026 Hindsight: Structured Agent Memory that Retains, Recalls, and Reflects ACL 2026 History to Future: Evolving Agent with Experience and Thought for Zero-shot Vision-and-Language Navigation CVPR 2026 Howard University-AI4PC at SemEval-2026 Task 1: Exploring Prompt Strategies for Automatic Humor Generation SemEval 2026 How Context Shapes Truth: Geometric Transformations of Statement-level Truth Representations in LLMs ACL 2026 How Do LLMs and VLMs Understand Viewpoint Rotation Without Vision? An Interpretability Study ACL 2026 How do Role Models Shape Collective Morality? Exemplar-Driven Moral Learning in Multi-Agent Simulation ACL 2026 How Hard is Math? Using Quantitative Metrics to Measure LLM Alignment to Human Intuitions of Difficulty ACL 2026 How Instruction and Reasoning Data shape Post-Training: Data Quality through the Lens of Layer-wise Gradients ACL 2026 How Long Reasoning Chains Influence LLMs’ Judgment of Answer Factuality ACL 2026 How Many Features Can a Language Model Store Under the Linear Representation Hypothesis? COLT 2026 How Memory Management Impacts LLM Agents: An Empirical Study of Experience-Following Behavior ACL 2026 How Much Would a Clinician Edit This Draft? Evaluating LLM Alignment for Patient Message Response Drafting ACL 2026 How Should We Enhance the Safety of Large Reasoning Models: An Empirical Study ACL 2026 How to Train a Real-World Silicon Concierge? Internalizing Complex Business Workflow to Only OneModel ACL 2026 How Training Data Shapes the Use of Parametric and In-Context Knowledge in Language Models ACL 2026 HSGraphAgent: Knowledge-Graph-Guided Large Language Models for Harmonized System Code Classification ACL 2026 HulluEdit: Single-Pass Evidence-Consistent Subspace Editing for Mitigating Hallucinations in Large Vision-Language Models CVPR 2026 HumanLLM: Benchmarking and Improving LLM Anthropomorphism via Human Cognitive Patterns ACL 2026 Human or LLM as Standardized Patients? A Comparative Study in Medical Education ACL 2026 HuoziIME: An On-Device LLM-Enhanced Input Method for Deep Personalization ACL 2026 Hybrid Agents for Image Restoration CVPR 2026