KuNLP grammatical error correction system for CoNLL-2013 shared task

Bong Jun Yi; Ho Chang Lee; Hae Chang Rim

KuNLP grammatical error correction system for CoNLL-2013 shared task

Bong Jun Yi, Ho Chang Lee, Hae Chang Rim

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

Abstract

This paper describes an English grammatical error correction system for CoNLL-2013 shared task. Error types covered by our system are article/determiner, preposition, and noun number agreement. This work is our first attempt on grammatical error correction research. In this work, we only focus on reimplementing the techniques presented before and optimizing the performance. As a result of the implementation, our system’s final F1-score by m2 scorer is 0.1282 in our internal test set.

Original language	English
Title of host publication	CoNLL 2013 - 17th Conference on Computational Natural Language Learning, Proceedings of the Shared Task
Publisher	Association for Computational Linguistics (ACL)
Pages	123-127
Number of pages	5
ISBN (Electronic)	9781937284718
Publication status	Published - 2013
Event	17th Conference on Computational Natural Language Learning: Shared Task, CoNLL 2013 - Sofia, Bulgaria Duration: 2013 Aug 8 → 2013 Aug 9

Publication series

Name	CoNLL 2013 - 17th Conference on Computational Natural Language Learning, Proceedings of the Shared Task

Conference

Conference	17th Conference on Computational Natural Language Learning: Shared Task, CoNLL 2013
Country/Territory	Bulgaria
City	Sofia
Period	13/8/8 → 13/8/9

Bibliographical note

Publisher Copyright:
© 2013 Association for Computational Linguistics.

ASJC Scopus subject areas

Artificial Intelligence
Human-Computer Interaction
Linguistics and Language

Cite this

Yi, B. J., Lee, H. C., & Rim, H. C. (2013). KuNLP grammatical error correction system for CoNLL-2013 shared task. In CoNLL 2013 - 17th Conference on Computational Natural Language Learning, Proceedings of the Shared Task (pp. 123-127). (CoNLL 2013 - 17th Conference on Computational Natural Language Learning, Proceedings of the Shared Task). Association for Computational Linguistics (ACL).

KuNLP grammatical error correction system for CoNLL-2013 shared task. / Yi, Bong Jun; Lee, Ho Chang; Rim, Hae Chang.
CoNLL 2013 - 17th Conference on Computational Natural Language Learning, Proceedings of the Shared Task. Association for Computational Linguistics (ACL), 2013. p. 123-127 (CoNLL 2013 - 17th Conference on Computational Natural Language Learning, Proceedings of the Shared Task).

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

Yi, BJ, Lee, HC & Rim, HC 2013, KuNLP grammatical error correction system for CoNLL-2013 shared task. in CoNLL 2013 - 17th Conference on Computational Natural Language Learning, Proceedings of the Shared Task. CoNLL 2013 - 17th Conference on Computational Natural Language Learning, Proceedings of the Shared Task, Association for Computational Linguistics (ACL), pp. 123-127, 17th Conference on Computational Natural Language Learning: Shared Task, CoNLL 2013, Sofia, Bulgaria, 13/8/8.

Yi BJ, Lee HC, Rim HC. KuNLP grammatical error correction system for CoNLL-2013 shared task. In CoNLL 2013 - 17th Conference on Computational Natural Language Learning, Proceedings of the Shared Task. Association for Computational Linguistics (ACL). 2013. p. 123-127. (CoNLL 2013 - 17th Conference on Computational Natural Language Learning, Proceedings of the Shared Task).

Yi, Bong Jun ; Lee, Ho Chang ; Rim, Hae Chang. / KuNLP grammatical error correction system for CoNLL-2013 shared task. CoNLL 2013 - 17th Conference on Computational Natural Language Learning, Proceedings of the Shared Task. Association for Computational Linguistics (ACL), 2013. pp. 123-127 (CoNLL 2013 - 17th Conference on Computational Natural Language Learning, Proceedings of the Shared Task).

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KuNLP grammatical error correction system for CoNLL-2013 shared task

Abstract

Publication series

Conference

Bibliographical note

ASJC Scopus subject areas

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Cite this