A Survey on Deep Learning for Named Entity Recognition

Named entity recognition (NER) is the task to identify mentions of rigid designators from text belonging to predefined semantic types such as person, location, organization etc. NER always serves as the foundation for many natural language applications such as question answering, text summarization,...

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Bibliographic Details

Published in:	IEEE transactions on knowledge and data engineering Vol. 34; no. 1; pp. 50 - 70
Main Authors:	Li, Jing, Sun, Aixin, Han, Jianglei, Li, Chenliang
Format:	Journal Article
Language:	English
Published:	New York IEEE 01.01.2022 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Annotations Coders Deep learning Encyclopedias Human engineering Machine translation named entity recognition Natural language processing Recognition Representations Semantics survey Task analysis Taxonomy Text recognition
ISSN:	1041-4347, 1558-2191
Online Access:	Get full text
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