基于功能词缀的维吾尔语干词缀分割与pos标注

Haibo Wang, Yiqing Zu, Lang Wu, Litip Tohti
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摘要

维吾尔语作为一种黏着语,具有丰富的功能后缀。本研究在力提普·土赫提教授维吾尔语生成句法研究的基础上,利用功能后缀(包括后缀字符串)定义词性词性库,用于词性词性分词和词性词性标注。为了测试功能后缀定义系统的可行性,我们在一个大文本语料库(27万单词,无重复)中进行了词干-词尾分割。生成了大约14,100个最常用的后缀字符串。有限的后缀字符串可以反映维吾尔语句法成分数量庞大的特点。基于Litip Tohti教授的研究,我们将词尾串标记为一个单位,并根据词尾而不是词干来标记语料库中的单词。这是一个新的尝试,我们希望能够提高维吾尔语处理的性能。
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Uyghur Stem-Suffix Segmentation and POS-Tagging Based on Functional Suffixes
As an agglutinative language, Uyghur has rich functional suffixes. This study is using functional suffixes (including suffix stringes) to define POS inventory for stem-suffix segmentation and word POS-Tagging based on Prof. Litip Tohti's studies on Uyghur generative syntax. To test the feasibility of functional suffix definition system, we conducted stem-suffix segmentation in a big text corpus (270,000 words, without repetition). About 14,100 most frequently used suffix strings generated. The limited number of suffix strings can reflect the feature of huge amount of Uyghur syntactic components. We tag the suffix strings as one unit based on Prof. Litip Tohti's study, and tag the words in corpus based on the suffix instead of the stem. This is a new try, we hope to improve the performance of Uyghur language processing.
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