Adapting NLP and Corpus Analysis Techniques to Structured Imagery Analysis in Classical Chinese Poetry
نویسندگان
چکیده
This paper describes some pioneering work as a joint research project between City University of Hong Kong and Yuan Ze University in Taiwan to adapt language resources and technologies in order to set up a computational framework for the study of the creative language employed in classical Chinese poetry. In particular, it will first of all describe an existing ontology of imageries found in poems written during the Tang and the Song dynasties (7 –14 century AD). It will then propose the augmentation of such imageries into primary, complex, extended and textual imageries. A rationale of such a structured approach is that while poets may use a common dichotomy of primary imageries, creative language use is to be found in the creation of complex and compound imageries. This approach will not only support analysis of inter-poets stylistic similarities and differences but will also effectively reveal intra-poet stylistic characteristics. This article will then describe a syntactic parser designed to produce parse trees that will eventually enable the automatic identification of possible imageries and their subsequent structural analysis and classification. Finally, a case study will be presented that investigated the syntactic properties found in two lyrics written by two stylistically different lyric writers in the Song Dynasty.
منابع مشابه
Machine Learning for Metrical Analysis of English Poetry
In this work we tackle the challenge of identifying rhythmic patterns in poetry written in English. Although poetry is a literary form that makes use standard meters usually repeated among different authors, we will see in this paper how performing such analyses is a difficult task in machine learning due to the unexpected deviations from such standard patterns. After breaking down some example...
متن کاملFlexible Computing Services for Comparisons and Analyses of Classical Chinese Poetry
As for many civilizations, poetry is an essential part of Chinese literature. Poetry has influenced the development of the literature and language of both classical and vernacular Chinese. Certain of the words that we use today can be tracked all the way back to the Shijing (詩經/shi1 jing1/ [1]), c. 1046BC. Research on Chinese poetry is thus instrumental for understanding Chinese culture, and a ...
متن کاملTradition and Modernity in 20th Century Chinese Poetry
Scholars of Chinese literature note that China’s tumultuous literary history in the 20th century centered around the uncomfortable tensions between tradition and modernity. In this corpus study, we develop and automatically extract three features to show that the classical character of Chinese poetry decreased across the century. We also find that Taiwan poets constitute a surprising exception ...
متن کاملOn the evolution of word usage of classical Chinese poetry
The hierarchy of classical Chinese poetry has been broadly acknowledged by a number of studies in Chinese literature. However, quantitative investigations about the evolution of classical Chinese poetry are limited. The primary goal of this study is to provide quantitative evidence of the evolutionary linkages, with emphasis on word usage, among different period genres for classical Chinese poe...
متن کاملAnalyzing Sentiment in Classical Chinese Poetry
Although sentiment analysis in Chinese social media has attracted a lot of interest in recent years, it has been less explored in traditional Chinese literature (e.g., classical Chinese poetry) due to the lack of sentiment lexicon resources. In this paper, we propose a weakly supervised approach based on Weighted Personalized PageRank (WPPR) to create a sentiment lexicon for classical Chinese p...
متن کامل