Details

Autor(en) / Beteiligte

• Zhu, Cunxin
• Huang, Xuhong
• Chen, Yanyi
• Tang, Shengping
• Zhao, Nan
• Xiao, Weihao

Titel

Image based agorithm for automatic generation of chinese couplets

Ist Teil von

• Journal of intelligent & fuzzy systems, 2023-08, Vol.45 (3), p.5093-5105

Ort / Verlag

Amsterdam: IOS Press BV

Erscheinungsjahr

2023

Quelle

EBSCOhost Business Source Ultimate

Beschreibungen/Notizen

• Chinese couplet is one of the important forms of expression in Chinese and even world literature, with its own unique charm and beauty. In order to meet the needs of users who only need one image to obtain corresponding couplets, realize the function of computer automatically writing couplets with images, and improve the literary expression ability of couplets to images, this paper proposes an image based intelligent generative model of couplets. The model first outputs corresponding descriptions based on image extraction features, and then extracts keywords through an improved hybrid algorithm according to the descriptions. Then, based on the keywords, the Chinese GPT-2 model automatically expands the first line of a couplet, and finally generates the second line of a couplet from the first line of a couplet through the encoding and decoding framework. Through experiments, it has been shown that the generated couplets of the model meet the requirements for image description, and the effectiveness of the model has been confirmed by manual evaluation results.