汉语言文学自然语言处理技术综述

Lingbin Zeng, Jing-Wen Su, Cheng Yang, Yue Qian
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摘要

随着信息技术的飞速发展,借助计算机技术促进汉语言文学的发展是信息时代的共识,也是人文社会科学的发展趋势。本文首先对基于汉语言文学的自然语言处理的发展方向进行了梳理和分类,然后探讨了基于自然语言处理的汉语言文学研究面临的挑战和机遇。第二部分选取有代表性的论文,从语言分析、语料库构建、面向语言处理的智能系统构建、自然语言生成研究、古汉语研究和其他研究六个方面分析自然语言处理方法论。最后,论述了现当代汉语语言文学自然语言处理的发展趋势和前景。
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A Review of Natural Language Processing Technology for Chinese Language and Literature
With the rapid development of information technology, it is the consensus of the information age and the development trend of the humanities and social sciences to promote the development of the Chinese language and literature with the help of computer technology. This paper firstly sorts out and categorizes the development direction of natural language processing based on Chinese language and literature and then discusses the challenges and opportunities for Chinese language and literature research based on natural language processing. The second part selects representative papers and analyzes natural language processing methodology from six categories: linguistic analysis, corpus construction, language processing-oriented intelligent system construction, natural language generation research, ancient Chinese research, and other research. Finally, it discusses the development trend and prospect of natural language processing for modern and contemporary Chinese language and literature.
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