自动文字处理系统中哈萨克语叙词表的构建

A. Aitim, R. Satybaldiyeva, W. Wójcik
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引用次数: 1

摘要

本文概述了现有电子哈萨克语词库及其自动构建和应用的方法。分析了科学研究用开放存取主题词表的主要特点,评价了其发展动态及其在解决自然语言处理问题方面的有效性。研究了同义词典构建的统计和语言学方法,使开发自动化,降低了语言学专家的劳动成本。它考虑了从所有类型的文本和语义同义词典链接中选择关键术语的算法,以及结果同义词典的应用质量。为了说明构建同义词典链接的各种方法的特点,开发了一种基于领域文本语料库和几种现有语言资源完全自动生成专门化同义词典的组合方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The construction of the Kazakh language thesauri in automatic word processing system
In the paper presents an overview of existing electronic Kazakh-language thesauri and their automatic methods of construction and application. The author analyzed the main characteristics of open access thesauri for scientific research, evaluated the dynamics of their development and effectiveness in solving problems of natural language processing. Statistical and linguistic methods of thesaurus construction were studied, which allow to automate the development and reduce the labor costs of expert linguists. It is considered algorithms for selecting key terms from texts and semantic thesaurus links of all types, as well as the quality of application of the resulting thesauri. For illustrate the features of various methods of building thesaurus links, a combined method was developed that generates a specialized thesaurus completely automatically based on the corpus of domain texts and several existing linguistic resources.
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