Natural Language Processing

DocMamba: Efficient Document Pre-training with State Space Model AAAI 2025 DocMEdit: Towards Document-Level Model Editing ACL 2025 Do Code Semantics Help? A Comprehensive Study on Execution Trace-Based Information for Code Large Language Models EMNLP 2025 DO-CoLM: Dynamic 3D Conformation Relationships Capture with Self-Adaptive Ordering Molecular Relational Modeling in Language Models IJCAI 2025 Do Construction Distributions Shape Formal Language Learning In German BabyLMs? CoNLL 2025 Docopilot: Improving Multimodal Models for Document-Level Understanding CVPR 2025 Doc-React: Multi-page Heterogeneous Document Question-answering ACL 2025 DocReRank: Single-Page Hard Negative Query Generation for Training Multi-Modal RAG Rerankers EMNLP 2025 DocSpiral: A Platform for Integrated Assistive Document Annotation through Human-in-the-Spiral ACL 2025 Documentation Retrieval Improves Planning Language Generation IJCNLP 2025 Document Attribution: Examining Citation Relationships using Large Language Models ACL 2025 Document-Level Event-Argument Data Augmentation for Challenging Role Types ACL 2025 Document-Level Relation Extraction with Global Relations and Entity Pair Reasoning ACL 2025 Document-level Simplification and Illustration Generation Multimodal Coherence EMNLP 2025 Document-Level Text Generation with Minimum Bayes Risk Decoding using Optimal Transport ACL 2025 Do Current Video LLMs Have Strong OCR Abilities? A Preliminary Study COLING 2025 DocVXQA: Context-Aware Visual Explanations for Document Question Answering ICML 2025 Do Emotions Really Affect Argument Convincingness? A Dynamic Approach with LLM-based Manipulation Checks ACL 2025 Does a code-switching dialogue system help users learn conversational fluency in Choctaw? NAACL 2025 Does Biomedical Training Lead to Better Medical Performance? ACL 2025 Does Context Matter? ContextualJudgeBench for Evaluating LLM-based Judges in Contextual Settings ACL 2025 Does Domain-Specific Retrieval Augmented Generation Help LLMs Answer Consumer Health Questions? MLHC 2025 Does Generative AI speak Nigerian-Pidgin?: Issues about Representativeness and Bias for Multilingualism in LLMs NAACL 2025 Does Liking Yellow Imply Driving a School Bus? Semantic Leakage in Language Models NAACL 2025 Does Localization Inform Unlearning? A Rigorous Examination of Local Parameter Attribution for Knowledge Unlearning in Language Models EMNLP 2025