A Sentence Judgment System for Grammatical Error Detection
Journal
Proceedings of the 25th International Conference on Computational Linguistics (COLING'14)
Date Issued
2014
Author(s)
Lee , Lung-Hao
Abstract
This study develops a sentence judgment system using both rule-based and n-gram statistical methods to detect grammatical errors in Chinese sentences. The rule-based method provides 142 rules developed by linguistic experts to identify potential rule violations in input sentences. The n-gram statistical method relies on the n-gram scores of both correct and incorrect training sentences to determine the correctness of the input sentences, providing learners with improved understanding of linguistic rules and n-gram frequencies. © COLING 2014.All right reserved.
Other Subjects
Statistical methods; Chinese sentence; Grammatical error detections; Grammatical errors; Linguistic rules; N-grams; Rule based; Rule violation; Rule-based method; Computational linguistics
Description
Dublin, Ireland, 23-29 August, 2014, pp. 67-70.
Type
conference paper