Named Entity Recognition

MSNER: A Multilingual Speech Dataset for Named Entity Recognition COLING 2024 mucAI at WojoodNER 2024: Arabic Named Entity Recognition with Nearest Neighbor Search ACL 2024 MultiLeg: Dataset for Text Sanitisation in Less-resourced Languages COLING 2024 Named Entity Recognition Under Domain Shift via Metric Learning for Life Sciences NAACL 2024 NER-guided Comprehensive Hierarchy-aware Prompt Tuning for Hierarchical Text Classification COLING 2024 NeuroTrialNER: An Annotated Corpus for Neurological Diseases and Therapies in Clinical Trial Registries EMNLP 2024 Newswire: A Large-Scale Structured Database of a Century of Historical News NeurIPS 2024 NoiseBench: Benchmarking the Impact of Real Label Noise on Named Entity Recognition EMNLP 2024 NuNER: Entity Recognition Encoder Pre-training via LLM-Annotated Data EMNLP 2024 On-the-fly Definition Augmentation of LLMs for Biomedical NER NAACL 2024 OpenPI2.0: An Improved Dataset for Entity Tracking in Texts EACL 2024 PaDeLLM-NER: Parallel Decoding in Large Language Models for Named Entity Recognition NeurIPS 2024 ParaNames 1.0: Creating an Entity Name Corpus for 400+ Languages Using Wikidata COLING 2024 People and Places of the Past - Named Entity Recognition in Swedish Labour Movement Documents from Historical Sources EACL 2024 PMRC: Prompt-Based Machine Reading Comprehension for Few-Shot Named Entity Recognition AAAI 2024 POLYIE: A Dataset of Information Extraction from Polymer Material Scientific Literature NAACL 2024 PolyNERE: A Novel Ontology and Corpus for Named Entity Recognition and Relation Extraction in Polymer Science Domain COLING 2024 PolyuCBS at SMM4H 2024: LLM-based Medical Disorder and Adverse Drug Event Detection with Low-rank Adaptation ACL 2024 PPORTAL_ner: An Annotated Corpus of Portuguese Literary Entities COLING 2024 PPTSER: A Plug-and-Play Tag-guided Method for Few-shot Semantic Entity Recognition on Visually-rich Documents ACL 2024 Predicting Entity Salience in Extremely Short Documents EMNLP 2024 ProgGen: Generating Named Entity Recognition Datasets Step-by-step with Self-Reflexive Large Language Models ACL 2024 Prompt Tuning for Speech Recognition on Unknown Spoken Name Entities Interspeech 2024 PrOnto: Language Model Evaluations for 859 Languages COLING 2024 PSILENCE: A Pseudonymization Tool for International Law EACL 2024