A pre-training and self-training approach for biomedical named entity recognition.

Named entity recognition (NER) is a key component of many scientific literature mining tasks, such as information retrieval, information extraction, and question answering; however, many modern approaches require large amounts of labeled training data in order to be effective. This severely limits t...

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Bibliographic Details
Main Authors: Shang Gao, Olivera Kotevska, Alexandre Sorokine, J Blair Christian
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2021-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0246310