Concept recognition as a machine translation problem

Abstract Background Automated assignment of specific ontology concepts to mentions in text is a critical task in biomedical natural language processing, and the subject of many open shared tasks. Although the current state of the art involves the use of neural network language models as a post-proce...

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Bibliographic Details
Published in:BMC Bioinformatics
Main Authors: Mayla R. Boguslav, Negacy D. Hailu, Michael Bada, William A. Baumgartner, Lawrence E. Hunter
Format: Article
Language:English
Published: BMC 2021-12-01
Subjects:
Concept recognition
Machine translation
Named entity recognition
Named entity normalization
Computational resources
Online Access:https://doi.org/10.1186/s12859-021-04141-4

Internet

https://doi.org/10.1186/s12859-021-04141-4

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