The stanford CoreNLP natural language processing toolkit

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

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 proceeding › Conference contribution

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 language	English (US)
Title of host publication	ACL 2014 - 52nd Annual Meeting of the Association for Computational Linguistics, Proceedings of the Student Research Workshop
Editors	Ekaterina Kochmar, Kalina Bontcheva, Annie Louis, Jingbo Zhu, Svitlana Volkova, Jordan Boyd-Graber, Bill Byrne
Publisher	Association for Computational Linguistics (ACL)
Pages	55-60
Number of pages	6
ISBN (Electronic)	9781937284794, 9781941643006
State	Published - 2014
Event	52nd Annual Meeting of the Association for Computational Linguistics, ACL 2014 - Baltimore, MD, United States Duration: Jun 22 2014 → Jun 27 2014

Publication series

Name	Proceedings of the Annual Meeting of the Association for Computational Linguistics
Volume	2014-June
ISSN (Print)	0736-587X

Other

Other	52nd Annual Meeting of the Association for Computational Linguistics, ACL 2014
Country/Territory	United States
City	Baltimore, MD
Period	6/22/14 → 6/27/14

ASJC Scopus subject areas

Computer Science Applications
Linguistics and Language
Language and Linguistics

Cite this

Manning, C. D., Surdeanu, M., Bauer, J., Finkel, J., Bethard, S. J., & McClosky, D. (2014). The stanford CoreNLP natural language processing toolkit. In E. Kochmar, K. Bontcheva, A. Louis, J. Zhu, S. Volkova, J. Boyd-Graber, & B. Byrne (Eds.), ACL 2014 - 52nd Annual Meeting of the Association for Computational Linguistics, Proceedings of the Student Research Workshop (pp. 55-60). (Proceedings of the Annual Meeting of the Association for Computational Linguistics; Vol. 2014-June). Association for Computational Linguistics (ACL).

The stanford CoreNLP natural language processing toolkit. / Manning, Christopher D.; Surdeanu, Mihai; Bauer, John et al.
ACL 2014 - 52nd Annual Meeting of the Association for Computational Linguistics, Proceedings of the Student Research Workshop. ed. / Ekaterina Kochmar; Kalina Bontcheva; Annie Louis; Jingbo Zhu; Svitlana Volkova; Jordan Boyd-Graber; Bill Byrne. Association for Computational Linguistics (ACL), 2014. p. 55-60 (Proceedings of the Annual Meeting of the Association for Computational Linguistics; Vol. 2014-June).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Manning, CD, Surdeanu, M, Bauer, J, Finkel, J, Bethard, SJ & McClosky, D 2014, The stanford CoreNLP natural language processing toolkit. in E Kochmar, K Bontcheva, A Louis, J Zhu, S Volkova, J Boyd-Graber & B Byrne (eds), ACL 2014 - 52nd Annual Meeting of the Association for Computational Linguistics, Proceedings of the Student Research Workshop. Proceedings of the Annual Meeting of the Association for Computational Linguistics, vol. 2014-June, Association for Computational Linguistics (ACL), pp. 55-60, 52nd Annual Meeting of the Association for Computational Linguistics, ACL 2014, Baltimore, MD, United States, 6/22/14.

Manning CD, Surdeanu M, Bauer J, Finkel J, Bethard SJ, McClosky D. The stanford CoreNLP natural language processing toolkit. In Kochmar E, Bontcheva K, Louis A, Zhu J, Volkova S, Boyd-Graber J, Byrne B, editors, ACL 2014 - 52nd Annual Meeting of the Association for Computational Linguistics, Proceedings of the Student Research Workshop. Association for Computational Linguistics (ACL). 2014. p. 55-60. (Proceedings of the Annual Meeting of the Association for Computational Linguistics).

Manning, Christopher D. ; Surdeanu, Mihai ; Bauer, John et al. / The stanford CoreNLP natural language processing toolkit. ACL 2014 - 52nd Annual Meeting of the Association for Computational Linguistics, Proceedings of the Student Research Workshop. editor / Ekaterina Kochmar ; Kalina Bontcheva ; Annie Louis ; Jingbo Zhu ; Svitlana Volkova ; Jordan Boyd-Graber ; Bill Byrne. Association for Computational Linguistics (ACL), 2014. pp. 55-60 (Proceedings of the Annual Meeting of the Association for Computational Linguistics).

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The stanford CoreNLP natural language processing toolkit

Abstract

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ASJC Scopus subject areas

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