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 an transformer-based sequence-to-sequence automatic couplet generation model. With the utilization of PinYin and Part-of-Speech tagging, the model achieves the couplet generation. Moreover, we evaluate the AnchiBERT on the ancient Chinese language understanding to further improve the model.
Arxiv Link: https://arxiv.org/abs/2112.01707
python utils/glyph_generator.py
| 瑶 池 嫩 叶 初 呈 瑞 | |
|---|---|
| Gold | 玉 树 新 枝 正 发 荣 |
| Anchi Decoder | 玉 井 香 花 早 有 芳 |
| Anchi Transformer | 紫 井 金 花 尽 上 香 |
| Fusion Decoder | 宝 井 红 花 正 有 香 |
| Fusion Transformer | 玉 井 红 花 永 有 春 |