Paper: A Sentence Judgment System for Grammatical Error Detection

ACL ID C14-2015
Title A Sentence Judgment System for Grammatical Error Detection
Venue International Conference on Computational Linguistics
Session Main Conference
Year 2014
Authors

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 im- proved understanding of linguistic rules and n-gram frequencies.