Extracting chemical reactions from text using Snorkel

Extracting chemical reactions from text using Snorkel

Abstract Background Enzymatic and chemical reactions are key for understanding biological processes in cells. Curated databases of chemical reactions exist but these databases struggle to keep up with the exponential growth of the biomedical literature. Conventional text mining pipelines provide too...

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Bibliographic Details
Main Authors: Emily K. Mallory, Matthieu de Rochemonteix, Alex Ratner, Ambika Acharya, Chris Re, Roselie A. Bright, Russ B. Altman
Format: Article
Language:English
Published: BMC 2020-05-01
Series:BMC Bioinformatics
Subjects:
Text mining
Chemical reactions
Snorkel
Curation
Database
Online Access:http://link.springer.com/article/10.1186/s12859-020-03542-1

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http://link.springer.com/article/10.1186/s12859-020-03542-1

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