TransCouplet:Transformer based Chinese Couplet Generation
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Abstract (arXiv)
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.
Key facts. Cited by 2 papers in the map (data through 7 Oct 2026). Builds on 5 of its 23 references that are in the map. First posted on arXiv 3 Dec 2021.
Builds on
5 of 23 references.
References · 5
- 2017Attention Is All You Needcited by 59,932
- 2013Distributed Representations of Words and Phrases and their Compositionalitycited by 3,462
- 2021ChineseBERT: Chinese Pretraining Enhanced by Glyph and Pinyin Informationcited by 65
- 2019Glyce: Glyph-vectors for Chinese Character Representationscited by 46
- 2020AnchiBERT: A Pre-Trained Model for Ancient ChineseLanguage Understanding and Generationcited by 15
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Citing papers per year: 2022: 1; 2023: 0; 2024: 1.
2 papers.