Large Language Models

Heads up! Large Language Models Can Perform Tasks Without Your Instruction via Selective Attention Head Masking ICML 2025 HEAL: Hierarchical Embedding Alignment Loss for Improved Retrieval and Representation Learning NAACL 2025 HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation ICML 2025 HEIE: MLLM-Based Hierarchical Explainable AIGC Image Implausibility Evaluator CVPR 2025 HEISIR: Hierarchical Expansion of Inverted Semantic Indexing for Training-free Retrieval of Conversational Data using LLMs NAACL 2025 HelpSteer3: Human-Annotated Feedback and Edit Data to Empower Inference-Time Scaling in Open-Ended General-Domain Tasks ACL 2025 Henry at BEA 2025 Shared Task: Improving AI Tutor’s Guidance Evaluation Through Context-Aware Distillation ACL 2025 HESEIA: A community-based dataset for evaluating social biases in large language models, co-designed in real school settings in Latin America EMNLP 2025 Heuristic-Induced Multimodal Risk Distribution Jailbreak Attack for Multimodal Large Language Models ICCV 2025 HFT: Half Fine-Tuning for Large Language Models ACL 2025 HiAgent: Hierarchical Working Memory Management for Solving Long-Horizon Agent Tasks with Large Language Model ACL 2025 HICD: Hallucination-Inducing via Attention Dispersion for Contrastive Decoding to Mitigate Hallucinations in Large Language Models ACL 2025 HICode: Hierarchical Inductive Coding with LLMs EMNLP 2025 HiddenDetect: Detecting Jailbreak Attacks against Multimodal Large Language Models via Monitoring Hidden States ACL 2025 Hidden in Plain Sight: Reasoning in Underspecified and Misspecified Scenarios for Multimodal LLMs EMNLP 2025 Hidden No More: Attacking and Defending Private Third-Party LLM Inference ICML 2025 Hierarchical Graph Tokenization for Molecule-Language Alignment ICML 2025 Hierarchical Planning for Complex Tasks with Knowledge Graph-RAG and Symbolic Verification ICML 2025 Hierarchical Reward Modeling for Fault Localization in Large Code Repositories EMNLP 2025 Hierarchical Safety Realignment: Lightweight Restoration of Safety in Pruned Large Vision-Language Models ACL 2025 Hierarchical Speculative Decoding with Dynamic Window NAACL 2025 Hierarchical Variational Test-Time Prompt Generation for Zero-Shot Generalization ICCV 2025 HighMATH: Evaluating Math Reasoning of Large Language Models in Breadth and Depth EMNLP 2025 High-Order Consistency-Guided User Identity Linkage with Large Language Model ACML 2025 Hindi Reading Comprehension: Do Large Language Models Exhibit Semantic Understanding? COLING 2025