Web: http://arxiv.org/abs/2206.11569

June 24, 2022, 1:12 a.m. | Yue Zhang, Haochen Jiang, Zuyi Bao, Bo Zhang, Chen Li, Zhenghua Li

cs.CL updates on arXiv.org arxiv.org

Some grammatical error correction (GEC) systems incorporate hand-crafted
rules and achieve positive results. However, manually defining rules is
time-consuming and laborious. In view of this, we propose a method to mine
error templates for GEC automatically. An error template is a regular
expression aiming at identifying text errors. We use the web crawler to acquire
such error templates from the Internet. For each template, we further select
the corresponding corrective action by using the language model perplexity as a
criterion. …

arxiv error mining

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