Stanford CoreNLP provides a set of human language technology tools. It can give the base forms of words, their parts of speech, whether they are names of companies, people, etc., normalize dates, times, and numeric quantities, mark up the structure of sentences in terms of phrases and syntactic dependencies, indicate which noun phrases refer to the same entities, indicate sentiment, extract particular or open-class relations between entity mentions, get the quotes people said, etc.
A dependency parser analyzes the grammatical structure of a sentence, establishing relationships between "head" words and words which modify those heads.
D. Mollá, und B. Hutchinson. Proceedings of the EACL 2003 Workshop on EvaluationInitiatives in Natural Language Processing: are evaluation methods,metrics and resources reusable?, Seite 43--50. Association for Computational Linguistics, (2003)
B. Plank, und G. van Noord. Proceedings of the 2010 Workshop on NLP and Linguistics: Finding the Common Ground, Seite 25--33. Stroudsburg, PA, USA, Association for Computational Linguistics, (2010)
S. Petrov, und D. Klein. Human Language Technologies 2007: The Conference of the North American Chapter of the Association for Computational Linguistics; Proceedings of the Main Conference, Seite 404--411. Rochester, New York, Association for Computational Linguistics, (April 2007)
M. Collins. Proceedings of the eighth conference on European chapter of the Association for Computational Linguistics, Seite 16--23. Stroudsburg, PA, USA, Association for Computational Linguistics, (1997)
S. Petrov, L. Barrett, R. Thibaux, und D. Klein. Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics, Seite 433--440. Stroudsburg, PA, USA, Association for Computational Linguistics, (2006)
M. Collins. Proceedings of the 34th annual meeting on Association for Computational Linguistics, Seite 184--191. Stroudsburg, PA, USA, Association for Computational Linguistics, (1996)
R. Kern, M. Muhr, und M. Granitzer. Proceedings of the 5th International Workshop on Semantic Evaluation, Seite 351--354. Stroudsburg, PA, USA, Association for Computational Linguistics, (2010)
M. de Marneffe, B. MacCartney, und C. Manning. Proceedings of the IEEE / ACL 2006 Workshop on Spoken Language Technology, The Stanford Natural Language Processing Group, (2006)
M. de Marneffe, B. MacCartney, und C. Manning. Proceedings of the IEEE / ACL 2006 Workshop on Spoken Language Technology, The Stanford Natural Language Processing Group, (2006)
E. Charniak. Proceedings of the First Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2000), Seite 132--139. Seattle, Washington, Morgan Kaufmann Publishers, San Francisco, CA, USA, (April 2000)
J. Nivre. Inquiries into Words, Constraints and Contexts. Festschrift in the Honour of Kimmo Koskenniemi on his 60th Birthday, CSLI Publications, Stanford, California, USA, (2005)
R. Ge, und R. Mooney. Proceedings of the Ninth Conference on Computational Natural Language Learning (CoNLL-2005), Seite 9--16. Ann Arbor, Michigan, Association for Computational Linguistics, (Juni 2005)
R. Kate, und R. Mooney. Human Language Technologies 2007: The Conference of the North American Chapter of the Association for Computational Linguistics; Companion Volume, Short Papers, Seite 81--84. Rochester, New York, Association for Computational Linguistics, (April 2007)
D. McClosky, E. Charniak, und M. Johnson. ACL-44: Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics, Seite 337--344. Morristown, NJ, USA, Association for Computational Linguistics, (2006)
E. Charniak. Proceedings of the First Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2000), April 29 - May 04, 2000, Seattle, Washington, Seite 132--139. Morgan Kaufmann Publishers, San Francisco, CA, USA, (2000)
D. Gibson, K. Punera, und A. Tomkins. WWW '05: Special interest tracks and posters of the 14th international conference on World Wide Web, Seite 830--839. New York, NY, USA, ACM Press, (2005)
D. Chakrabarti, R. Kumar, und K. Punera. WWW '07: Proceedings of the 16th international conference on World Wide Web, Seite 61--70. New York, NY, USA, ACM Press, (2007)
D. Reis, P. Golgher, A. Silva, und A. Laender. WWW '04: Proceedings of the 13th international conference on World Wide Web, Seite 502--511. New York, NY, USA, ACM Press, (2004)
S. Clark, und J. Curran. ACL '04: Proceedings of the 42nd Annual Meeting on Association for Computational Linguistics, Seite 103. Morristown, NJ, USA, Association for Computational Linguistics, (2004)
J. Curran, S. Clark, und J. Bos. Proceedings of the 45th Annual Meeting of the Association for Computational Linguistics Companion Volume Proceedings of the Demo and Poster Sessions, Seite 33--36. Prague, Czech Republic, Association for Computational Linguistics, (Juni 2007)
T. Grenager, und C. Manning. Proceedings of the Conference on Empirical Methods in Natural Language Processing, The Stanford Natural Language Processing Group, (2006)
R. Snow, D. Jurafsky, und A. Ng. Proceedings of the 44 th Annual Meeting of the Association for Computational Linguistics, The Stanford Natural Language Processing Group, (2006)Received Best Paper Award.
R. Swanson, und A. Gordon. Proceedings of the Joint Conference of the International Committee on Computational Linguistics and the Association for Computational Linguistics, Seite 17-21. Sydney, Australia, (Juli 2006)