A Gated Recurrent Unit based architecture for recognizing ontology concepts from biological literature

A Gated Recurrent Unit based architecture for recognizing ontology concepts from biological literature

Abstract Background Annotating scientific literature with ontology concepts is a critical task in biology and several other domains for knowledge discovery. Ontology based annotations can power large-scale comparative analyses in a wide range of applications ranging from evolutionary phenotypes to r...

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Bibliographic Details
Main Authors: Pratik Devkota, Somya D. Mohanty, Prashanti Manda
Format: Article
Language:English
Published: BMC 2022-09-01
Series:BioData Mining
Subjects:
Deep learning
Gene ontology
Automated annotation
Scientific literature
Online Access:https://doi.org/10.1186/s13040-022-00310-0

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