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Shengkang Song

2 accepted papers

2022

CRASpell: A Contextual Typo Robust Approach to Improve Chinese Spelling Correction

ACL 2022findings

Recently, Bert-based models have dominated the research of Chinese spelling correction (CSC). These methods have two limitations: (1) they have poor performance on multi-typo texts. In such texts, the context of each typo contains at least one misspelled character, which brings noise information. Su…

2022

Improving Chinese Grammatical Error Detection via Data augmentation by Conditional Error Generation

ACL 2022findings

Chinese Grammatical Error Detection(CGED) aims at detecting grammatical errors in Chinese texts. One of the main challenges for CGED is the lack of annotated data. To alleviate this problem, previous studies proposed various methods to automatically generate more training samples, which can be rough…