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Named Entity Recognition

1215 directly classified papers

Papers per year

Papers

Cross-domain NER with Generated Task-Oriented Knowledge: An Empirical Study from Information Density Perspective EMNLP 2024
Different Tastes of Entities: Investigating Human Label Variation in Named Entity Annotations EACL 2024
NeuroTrialNER: An Annotated Corpus for Neurological Diseases and Therapies in Clinical Trial Registries EMNLP 2024
Bio-RFX: Refining Biomedical Extraction via Advanced Relation Classification and Structural Constraints EMNLP 2024
The Effects of Data Quality on Named Entity Recognition EACL 2024
Development of Robust NER Models and Named Entity Tagsets for Ancient Greek COLING 2024
Combining Deep Learning Models and Lexical Linked Data: Some Insights from the Development of a Multilingual News Named Entity Recognition and Linking Dataset COLING 2024
How Does Beam Search improve Span-Level Confidence Estimation in Generative Sequence Labeling? EACL 2024
“To Have the ‘Million’ Readers Yet”: Building a Digitally Enhanced Edition of the Bilingual Irish-English Newspaper an Gaodhal (1881-1898) COLING 2024
Korean Bio-Medical Corpus (KBMC) for Medical Named Entity Recognition COLING 2024
Few-shot clinical entity recognition in English, French and Spanish: masked language models outperform generative model prompting EMNLP 2024
Chinese Spoken Named Entity Recognition in Real-world Scenarios: Dataset and Approaches ACL 2024
Designing Informative Metrics for Few-Shot Example Selection ACL 2024
Generative Multimodal Entity Linking COLING 2024
MultiLeg: Dataset for Text Sanitisation in Less-resourced Languages COLING 2024
Recognising Occupational Titles in German Parliamentary Debates EACL 2024
Enhancing Distantly Supervised Named Entity Recognition with Strong Label Guided Lottery Training COLING 2024
RRNorm: A Novel Framework for Chinese Disease Diagnoses Normalization via LLM-Driven Terminology Component Recognition and Reconstruction ACL 2024
A Zero-shot and Few-shot Study of Instruction-Finetuned Large Language Models Applied to Clinical and Biomedical Tasks COLING 2024
People and Places of the Past - Named Entity Recognition in Swedish Labour Movement Documents from Historical Sources EACL 2024
DANCER: Entity Description Augmented Named Entity Corrector for Automatic Speech Recognition COLING 2024
ELLEN: Extremely Lightly Supervised Learning for Efficient Named Entity Recognition COLING 2024
Findings of the First Shared Task on Offensive Span Identification from Code-Mixed Kannada-English Comments EACL 2024
MNER-MI: A Multi-image Dataset for Multimodal Named Entity Recognition in Social Media COLING 2024
Zero-Shot Cross-Lingual NER Using Phonemic Representations for Low-Resource Languages EMNLP 2024