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TransCouplet:Transformer based Chinese Couplet Generation

2021-12-03 04:34:48
Kuan-Yu Chiang, Shihao Lin, Joe Chen, Qian Yin, Qizhen Jin
arXiv_AI
         
Abstract

Chinese couplet is a special form of poetry composed of complex syntax with ancient Chinese language. Due to the complexity of semantic and grammatical rules, creation of a suitable couplet is a formidable challenge. This paper presents a transformer-based sequence-to-sequence couplet generation model. With the utilization of AnchiBERT, the model is able to capture ancient Chinese language understanding. Moreover, we evaluate the Glyph, PinYin and Part-of-Speech tagging on the couplet grammatical rules to further improve the model.

Abstract (translated)

URL

https://arxiv.org/abs/2112.01707

PDF

https://arxiv.org/pdf/2112.01707.pdf

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