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Contextual Similarity is More Valuable than Character Similarity: Curriculum Learning for Chinese Spell Checking. (arXiv:2207.09217v1 [cs.CL])
July 20, 2022, 1:12 a.m. | Ding Zhang, Yinghui Li, Qingyu Zhou, Shirong Ma, Yangning Li, Yunbo Cao, Hai-Tao Zheng
cs.CL updates on arXiv.org arxiv.org
Chinese Spell Checking (CSC) task aims to detect and correct Chinese spelling
errors. In recent years, related researches focus on introducing the character
similarity from confusion set to enhance the CSC models, ignoring the context
of characters that contain richer information. To make better use of contextual
similarity, we propose a simple yet effective curriculum learning framework for
the CSC task. With the help of our designed model-agnostic framework, existing
CSC models will be trained from easy to difficult as …
More from arxiv.org / cs.CL updates on arXiv.org
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