RethinkCWS: Is Chinese Word Segmentation a Solved Task?

empirical methods in natural language processing, pp. 5676-5686, 2020.

Other Links: arxiv.org|academic.microsoft.com

Abstract:

The performance of the Chinese Word Segmentation (CWS) systems has gradually reached a plateau with the rapid development of deep neural networks, especially the successful use of large pre-trained models. In this paper, we take stock of what we have achieved and rethink what’s left in the CWS task. Methodologically, we propose a fine-gra...More

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