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CheNER: Chemical Named Entity Recognizer

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dc.creator Usié Chimenos, Anabel
dc.creator Alves, Rui
dc.creator Solsona Tehàs, Francesc
dc.creator Vázquez, Miguel
dc.creator Valéncia, Alfonso
dc.date 2013
dc.date.accessioned 2025-11-03T12:17:15Z
dc.date.available 2025-11-03T12:17:15Z
dc.identifier https://doi.org/10.1093/bioinformatics/btt639
dc.identifier 1367-4803
dc.identifier http://hdl.handle.net/10459.1/56662
dc.identifier.uri http://fima-docencia.ub.edu:8080/xmlui/handle/123456789/24337
dc.description Motivation: Chemical named entity recognition is used to automatically identify mentions to chemical compounds in text, and is the basis for more elaborate information extraction. However, only a small number of applications are freely available to identify such mentions. Particularly challenging and useful is the identification of IUPAC chemical compounds, which due to the complex morphology of IUPAC names requires more advanced techniques than that of brand names. Results: We present CheNER, a tool for automated identification of systematic IUPAC chemical mentions. We evaluated different systems using an established literature corpus to show that CheNER has a superior performance in identifying IUPAC names specifically, and that it makes better use of computational resources. Availability: http://metres.udl.cat/index.php/9-download/4-chener, http://ubio.bioinfo.cnio.es/biotools/CheNER/ Supplementary information: Both web sites above include the user manual for the software. Supplementary materials accompany this publication.
dc.description AU is a Ph.D. scholar funded by Generalitat de Catalunya. AU, FS & RA are partially supported by the Spanish government (grants TIN2011-28689-C02-02 and BFU2010-17704) and Generalitat de Catalunya (research groups 2009SGR809 and 2009SGR145). MV & AV were supported by the Spanish Government (grant BIO2007-66855) and eTOX (grant IMI/115002).
dc.language eng
dc.publisher Oxford University Press
dc.relation Reproducció del document publicat a https://doi.org/10.1093/bioinformatics/btt639
dc.relation Bioinformatics Advance Access, 2013, vol. 30, núm. 7, p. 1039-1040
dc.rights cc-by-nc-nd, (c) Usié et al., 2013
dc.rights info:eu-repo/semantics/openAccess
dc.rights http://creativecommons.org/licenses/by-nc-nd/3.0/es/
dc.title CheNER: Chemical Named Entity Recognizer
dc.type article
dc.type publishedVersion


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