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CoNLL-2013 Shared Task: Grammatical Error Correction NTHU System Description
Journal article

CoNLL-2013 Shared Task: Grammatical Error Correction NTHU System Description

Ting-hui Kao, Yu-Wei Chang, Hsun-wen Chiu, Tzu-Hsi Yen, Joanne Boisson, Jian-Cheng Wu and Jason S. Chang
Seventeenth Conference on Computational Natural Language Learning: Shared Task, pp.20-58
2013

Abstract

Grammatical Error Correction
Grammatical error correction has been an active research area in the field of Natural Language Processing. This paper describes the grammatical error correction system developed at NTHU in participation of the CoNLL-2013 Shared Task. The system consists of four modules in a pipeline to correct errors related to determiners, prepositions, verb forms and noun number. Although more types of errors are involved that than last year’s Shared Task, leading to more complicated problem this year, our system still obtain higher F-score as compared to last year. We received an overall F-measure score of 0.325, which put our system in second place among 17 systems evaluated.

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