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Abstract:Automatic generation of poetry has always been considered a hard nut in natural language generation.This paper reports some pioneering research on a possible generic algorithm and its automatic generation of SONGCI. In light of the characteristics of Chinese ancient poetry, this paper designed the level and oblique tones-based coding method, the syntactic and semantic weighted function of fitness, the elitism and roulette-combined selection operator, and the partially mapped crossover operator and the heuristic mutation operator. As shown by tests, the system constructed on the basis of the computing model designed in this paper is basically capable of generating Chinese SONGCI with some aesthetic merit. This work represents progress in the field of Chinese poetry automatic generation.
keywords: natural language generation computational poetics Chinese SONGCI generation genetic algorithm
Foundation items:
Author Name | Affiliation |
Chang-Le ZHOU | 厦门大学 智能科学与技术系,福建 厦门 361005 浙江大学 语言与认知研究中心,浙江 杭州 310028 |
Wei YOU | 厦门大学 智能科学与技术系,福建 厦门 361005 |
Xiao-Jun Ding | 厦门大学 英国语言文学系,福建 厦门 361005 |
Reference text:
Chang-Le ZHOU,Wei YOU,Xiao-Jun Ding.Genetic Algorithm and Its Implementation of Automatic Generation of Chinese SONGCI.Journal of Software,2010,21(3):427-437
Chang-Le ZHOU,Wei YOU,Xiao-Jun Ding.Genetic Algorithm and Its Implementation of Automatic Generation of Chinese SONGCI.Journal of Software,2010,21(3):427-437