TransCouplet:Transformer based Chinese Couplet Generation

Code

• github.com/chiang9/NLP-Chinese_couplet_generation
  Officialpytorch★ 7

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.

Tasks

Reproductions