https://scholars.lib.ntu.edu.tw/handle/123456789/413139
標題: | Detecting word ordering errors in chinese sentences for learning chinese as a foreign language | 作者: | Yu C.-H. Chen H.-H. |
關鍵字: | Clueweb09;Computer-aided language learning;HSK corpus;Word ordering error detection | 公開日期: | 2012 | 起(迄)頁: | 3003-3018 | 來源出版物: | 24th International Conference on Computational Linguistics | 摘要: | Automatic detection of sentence errors is an important NLP task and is valuable to assist foreign language learners. In this paper, we investigate the problem of word ordering errors in Chinese sentences and propose classifiers to detect this type of errors. Word n-gram features in Google Chinese Web 5-gram corpus and ClueWeb09 corpus, and POS features in the Chinese POStagged ClueWeb09 corpus are adopted in the classifiers. The experimental results show that integrating syntactic features, web corpus features and perturbation features are useful for word ordering error detection, and the proposed classifier achieves 71.64% accuracy in the experimental datasets. ? 2012 The COLING. |
URI: | https://scholars.lib.ntu.edu.tw/handle/123456789/413139 |
顯示於: | 資訊工程學系 |
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