Glyce: Glyph-vectors for Chinese Character Representations

Qinghong Han
Qinghong Han
Muyu Li
Muyu Li
Xiaoya Li
Xiaoya Li
Jie Mei
Jie Mei
Ping Nie
Ping Nie
Xiaofei Sun
Xiaofei Sun

arXiv: Computation and Language, 2019.

Cited by: 40|Views21
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Abstract:

It is intuitive that NLP tasks for logographic languages like Chinese should benefit from the use of the glyph information in those languages. However, due to the lack of rich pictographic evidence in glyphs and the weak generalization ability of standard computer vision models on character data, an effective way to utilize the glyph info...More

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