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NER

The named entity recognition (NER) involves identification of key information in the text and classification into a set of predefined categories. This includes standard entities in the text like Part of Speech (PoS) and entities like places, names etc...

Papers

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Showing 26–50 of 1729 papers

TitleStatusHype
Biomedical NER for the Enterprise with Distillated BERN2 and the Kazu FrameworkCode1
A FOFE-based Local Detection Approach for Named Entity Recognition and Mention DetectionCode1
BOND: BERT-Assisted Open-Domain Named Entity Recognition with Distant SupervisionCode1
AfroLM: A Self-Active Learning-based Multilingual Pretrained Language Model for 23 African LanguagesCode1
Boundary Smoothing for Named Entity RecognitionCode1
Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERTCode1
Better Feature Integration for Named Entity RecognitionCode1
BNLP: Natural language processing toolkit for Bengali languageCode1
Chinese NER Using Lattice LSTMCode1
Automatic extraction of materials and properties from superconductors scientific literatureCode1
A Span-Based Model for Joint Overlapped and Discontinuous Named Entity RecognitionCode1
Beheshti-NER: Persian Named Entity Recognition Using BERTCode1
A Discourse-Level Named Entity Recognition and Relation Extraction Dataset for Chinese Literature TextCode1
AraBERT: Transformer-based Model for Arabic Language UnderstandingCode1
Annotated Dataset Creation through General Purpose Language Models for non-English Medical NLPCode1
ACLM: A Selective-Denoising based Generative Data Augmentation Approach for Low-Resource Complex NERCode1
Application of Deep Learning in Generating Structured Radiology Reports: A Transformer-Based TechniqueCode1
A Sequence-to-Set Network for Nested Named Entity RecognitionCode1
A Simple but Effective Approach to Improve Structured Language Model Output for Information ExtractionCode1
From Zero to Hero: Harnessing Transformers for Biomedical Named Entity Recognition in Zero- and Few-shot ContextsCode1
A Unified Generative Framework for Various NER SubtasksCode1
Supplementary Features of BiLSTM for Enhanced Sequence LabelingCode1
A Dataset of German Legal Documents for Named Entity RecognitionCode1
SeqScore: Addressing Barriers to Reproducible Named Entity Recognition EvaluationCode1
Annotating the Tweebank Corpus on Named Entity Recognition and Building NLP Models for Social Media AnalysisCode1
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