Large Language Models

Outlier Gradient Analysis: Efficiently Identifying Detrimental Training Samples for Deep Learning Models ICML 2025 Outlier-weighed Layerwise Sampling for LLM Fine-tuning ACL 2025 OVEL: Online Video Entity Linking COLING 2025 Over-Tokenized Transformer: Vocabulary is Generally Worth Scaling ICML 2025 Overtrained Language Models Are Harder to Fine-Tune ICML 2025 Overview of BLP-2025 Task 2: Code Generation in Bangla AACL 2025 Overview of the ArchEHR-QA 2025 Shared Task on Grounded Question Answering from Electronic Health Records ACL 2025 Overview of the ClinIQLink 2025 Shared Task on Medical Question-Answering ACL 2025 Overview of the First Workshop on Language Models for Low-Resource Languages (LoResLM 2025) COLING 2025 P6Jiggasha: Benchmarking Large Language Models on Bangla Physics Question Answering with Cross-lingual Evaluation AACL 2025 PACHAT: Persona-Aware Speech Assistant for Multi-party Dialogue EMNLP 2025 PAD: Personalized Alignment of LLMs at Decoding-time ICLR 2025 PALI-NLP at SemEval 2025 Task 1: Multimodal Idiom Recognition and Alignment SemEval 2025 Palm: A Culturally Inclusive and Linguistically Diverse Dataset for Arabic LLMs ACL 2025 PalmX 2025: The First Shared Task on Benchmarking LLMs on Arabic and Islamic Culture EMNLP 2025 Pandora’s Box or Aladdin’s Lamp: A Comprehensive Analysis Revealing the Role of RAG Noise in Large Language Models ACL 2025 Pangea: A Fully Open Multilingual Multimodal LLM for 39 Languages ICLR 2025 PAPILLON: Privacy Preservation from Internet-based and Local Language Model Ensembles NAACL 2025 ParallelComp: Parallel Long-Context Compressor for Length Extrapolation ICML 2025 Parameters vs FLOPs: Scaling Laws for Optimal Sparsity for Mixture-of-Experts Language Models ICML 2025 PARC: A Quantitative Framework Uncovering the Symmetries within Vision Language Models CVPR 2025 Parenting: Optimizing Knowledge Selection of Retrieval-Augmented Language Models with Parameter Decoupling and Tailored Tuning ACL 2025 ParetoRAG: Leveraging Sentence-Context Attention for Robust and Efficient Retrieval-Augmented Generation EMNLP 2025 Parrot: Multilingual Visual Instruction Tuning ICML 2025 Parsing the Switch: LLM-Based UD Annotation for Complex Code-Switched and Low-Resource Languages EMNLP 2025