named entity recognition

A Framework for Flexible Extraction of Clinical Event Contextual Properties from Electronic Health Records ACL 2025 Agnus LLM: Robust and Flexible Entity Disambiguation with decoder-only Language Models IJCNLP 2025 ALLabel: Three-stage Active Learning for LLM-based Entity Recognition using Demonstration Retrieval EMNLP 2025 AmpleHate: Amplifying the Attention for Versatile Implicit Hate Detection EMNLP 2025 AMWAL: Named Entity Recognition for Arabic Financial News COLING 2025 An evaluation of Named Entity Recognition tools for detecting person names in philosophical text NAACL 2025 An Exploratory Framework for LLM-assisted Human Annotation of Speech Datasets Interspeech 2025 Applying the Character-Role Narrative Framework with LLMs to Investigate Environmental Narratives in Scientific Editorials and Tweets ACL 2025 ArabJobs: A Multinational Corpus of Arabic Job Ads EMNLP 2025 Artificial Relationships in Fiction: A Dataset for Advancing NLP in Literary Domains NAACL 2025 A Unified Framework for N-ary Property Information Extraction in Materials Science EMNLP 2025 AUTALIC: A Dataset for Anti-AUTistic Ableist Language In Context ACL 2025 Automatic Annotation Augmentation Boosts Translation between Molecules and Natural Language NAACL 2025 Automotive Document Labeling Using Large Language Models EMNLP 2025 BabyLMs for isiXhosa: Data-Efficient Language Modelling in a Low-Resource Context COLING 2025 BANER: Boundary-Aware LLMs for Few-Shot Named Entity Recognition COLING 2025 BanNERD: A Benchmark Dataset and Context-Driven Approach for Bangla Named Entity Recognition NAACL 2025 Basic Reading Distillation ACL 2025 Benchmarking zero-shot biomedical relation triplet extraction across language model architectures ACL 2025 Better Semi-supervised Learning for Multi-domain ASR Through Incremental Retraining and Data Filtering Interspeech 2025 Beyond Base Predictors: Using LLMs to Resolve Ambiguities in Akkadian Lemmatization NAACL 2025 Beyond De-Identification: A Structured Approach for Defining and Detecting Indirect Identifiers in Medical Texts NAACL 2025 Beyond English: The Impact of Prompt Translation Strategies across Languages and Tasks in Multilingual LLMs NAACL 2025 Beyond Human Labels: A Multi-Linguistic Auto-Generated Benchmark for Evaluating Large Language Models on Resume Parsing EMNLP 2025 Beyond Reconstruction: Generating Privacy-Preserving Clinical Letters NAACL 2025