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dc.contributor.authorRebholz-Schuhmann, D
dc.contributor.authorKafkas, S
dc.contributor.authorKim, J-H
dc.contributor.authorYepes, AJ
dc.contributor.authorLewin, I
dc.date.accessioned2021-02-04T00:03:24Z
dc.date.available2021-02-04T00:03:24Z
dc.date.issued2013-09-01
dc.identifierpii: 2041-1480-4-19
dc.identifier.citationRebholz-Schuhmann, D., Kafkas, S., Kim, J. -H., Yepes, A. J. & Lewin, I. (2013). Monitoring named entity recognition: the League Table. JOURNAL OF BIOMEDICAL SEMANTICS, 4 (1), https://doi.org/10.1186/2041-1480-4-19.
dc.identifier.issn2041-1480
dc.identifier.urihttp://hdl.handle.net/11343/259020
dc.description.abstractBACKGROUND: Named entity recognition (NER) is an essential step in automatic text processing pipelines. A number of solutions have been presented and evaluated against gold standard corpora (GSC). The benchmarking against GSCs is crucial, but left to the individual researcher. Herewith we present a League Table web site, which benchmarks NER solutions against selected public GSCs, maintains a ranked list and archives the annotated corpus for future comparisons. RESULTS: The web site enables access to the different GSCs in a standardized format (IeXML). Upon submission of the annotated corpus the user has to describe the specification of the used solution and then uploads the annotated corpus for evaluation. The performance of the system is measured against one or more GSCs and the results are then added to the web site ("League Table"). It displays currently the results from publicly available NER solutions from the Whatizit infrastructure for future comparisons. CONCLUSION: The League Table enables the evaluation of NER solutions in a standardized infrastructure and monitors the results long-term. For access please go to http://wwwdev.ebi.ac.uk/Rebholz-srv/calbc/assessmentGSC/. CONTACT: rebholz@ifi.uzh.ch.
dc.languageEnglish
dc.publisherBIOMED CENTRAL LTD
dc.rights.urihttps://creativecommons.org/licenses/by/4.0
dc.titleMonitoring named entity recognition: the League Table
dc.typeJournal Article
dc.identifier.doi10.1186/2041-1480-4-19
melbourne.affiliation.departmentComputing and Information Systems
melbourne.affiliation.facultyEngineering and Information Technology
melbourne.source.titleJournal of Biomedical Semantics
melbourne.source.volume4
melbourne.source.issue1
dc.rights.licenseCC BY
melbourne.elementsid1197631
melbourne.contributor.authorJimeno Yepes, Antonio
dc.identifier.eissn2041-1480
melbourne.accessrightsOpen Access


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