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Automatic Correction of Grammatical Errors in English learner Writing
Thesis

Automatic Correction of Grammatical Errors in English learner Writing

Chang, Yu Wei
Masters, 國立清華大學, 資訊系統與應用研究所
2013

Abstract

自動文法改錯 英語學習 語言模型 易混淆字
In this paper, we describe a system for correcting grammatical errors in texts written by non-native English learners. In our approach, a given sentence is sent to a number of modules, each focuses on a specific error type. The modules apply different approaches tailored to different types of errors, mostly based on probabilities of language models. A main program integrates corrections from these modules and outputs the corrected sen- tence. We evaluated our system on the official test data of the CoNLL-2014 shared task and obtained 0.36 in F-measure.

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