Parallel sequence tagging for concept recognition

Parallel sequence tagging for concept recognition

Abstract Background Named Entity Recognition (NER) and Normalisation (NEN) are core components of any text-mining system for biomedical texts. In a traditional concept-recognition pipeline, these tasks are combined in a serial way, which is inherently prone to error propagation from NER to NEN. We p...

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Bibliographic Details
Main Authors: Lenz Furrer, Joseph Cornelius, Fabio Rinaldi
Format: Article
Language:English
Published: BMC 2022-03-01
Series:BMC Bioinformatics
Subjects:
Text mining
Named entity recognition and normalization
Concept recognition
Neural network
Sequence tagging
Online Access:https://doi.org/10.1186/s12859-021-04511-y

Internet

https://doi.org/10.1186/s12859-021-04511-y

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