The stanford CoreNLP natural language processing toolkit

Christopher D. Manning, Mihai Surdeanu, John Bauer, Jenny Finkel, Steven J. Bethard, David McClosky

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5450 Scopus citations

Abstract

We describe the design and use of the Stanford CoreNLP toolkit, an extensible pipeline that provides core natural language analysis. This toolkit is quite widely used, both in the research NLP community and also among commercial and government users of open source NLP technology. We suggest that this follows from a simple, approachable design, straightforward interfaces, the inclusion of robust and good quality analysis components, and not requiring use of a large amount of associated baggage.

Original languageEnglish (US)
Title of host publicationACL 2014 - 52nd Annual Meeting of the Association for Computational Linguistics, Proceedings of the Student Research Workshop
EditorsEkaterina Kochmar, Kalina Bontcheva, Annie Louis, Jingbo Zhu, Svitlana Volkova, Jordan Boyd-Graber, Bill Byrne
PublisherAssociation for Computational Linguistics (ACL)
Pages55-60
Number of pages6
ISBN (Electronic)9781937284794, 9781941643006
StatePublished - 2014
Event52nd Annual Meeting of the Association for Computational Linguistics, ACL 2014 - Baltimore, MD, United States
Duration: Jun 22 2014Jun 27 2014

Publication series

NameProceedings of the Annual Meeting of the Association for Computational Linguistics
Volume2014-June
ISSN (Print)0736-587X

Other

Other52nd Annual Meeting of the Association for Computational Linguistics, ACL 2014
Country/TerritoryUnited States
CityBaltimore, MD
Period6/22/146/27/14

ASJC Scopus subject areas

  • Computer Science Applications
  • Linguistics and Language
  • Language and Linguistics

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