Large Language Models

Harnessing Multimodal Large Language Models for Multimodal Sequential Recommendation AAAI 2025 Harnessing NLP for Indigenous Language Education: Fine-Tuning Large Language Models for Sentence Transformation NAACL 2025 Harry Potter is Still Here! Probing Knowledge Leakage in Targeted Unlearned Large Language Models EMNLP 2025 HashAttention: Semantic Sparsity for Faster Inference ICML 2025 HateBRXplain: A Benchmark Dataset with Human-Annotated Rationales for Explainable Hate Speech Detection in Brazilian Portuguese COLING 2025 HATS : Hindi Analogy Test Set for Evaluating Reasoning in Large Language Models ACL 2025 HausaNLP at SemEval-2025 Task 3: Towards a Fine-Grained Model-Aware Hallucination Detection SemEval 2025 HausaNLP: Current Status, Challenges and Future Directions for Hausa Natural Language Processing ACL 2025 Have the VLMs Lost Confidence? A Study of Sycophancy in VLMs ICLR 2025 Have We Designed Generalizable Structural Knowledge Promptings? Systematic Evaluation and Rethinking ACL 2025 HAWK: Highlighting Entity-aware Knowledge for Alleviating Information Sparsity in Long Contexts EMNLP 2025 HD-NDEs: Neural Differential Equations for Hallucination Detection in LLMs ACL 2025 HeGTa: Leveraging Heterogeneous Graph-enhanced Large Language Models for Few-shot Complex Table Understanding AAAI 2025 HELENE: Hessian Layer-wise Clipping and Gradient Annealing for Accelerating Fine-tuning LLM with Zeroth-order Optimization EMNLP 2025 HELIOS: Harmonizing Early Fusion, Late Fusion, and LLM Reasoning for Multi-Granular Table-Text Retrieval ACL 2025 HellaSwag-Pro: A Large-Scale Bilingual Benchmark for Evaluating the Robustness of LLMs in Commonsense Reasoning ACL 2025 HELMET: How to Evaluate Long-context Models Effectively and Thoroughly ICLR 2025 HelpSteer3: Human-Annotated Feedback and Edit Data to Empower Inference-Time Scaling in Open-Ended General-Domain Tasks ACL 2025 Herald: A Natural Language Annotated Lean 4 Dataset ICLR 2025 Hermes@DravidianLangTech 2025: Sentiment Analysis of Dravidian Languages using XLM-RoBERTa NAACL 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-based Search Algorithm in Automatic Instruction-focused Prompt Optimization: A Survey ACL 2025 Hidden No More: Attacking and Defending Private Third-Party LLM Inference ICML 2025 Hierarchical Divide-and-Conquer for Fine-Grained Alignment in LLM-Based Medical Evaluation AAAI 2025 Hierarchical Reward Modeling for Fault Localization in Large Code Repositories EMNLP 2025