Construction of the Uyghur Noun Morphological Re-Inflection Model Based on Hybrid Strategy | |
Munire, M (Munire, Muhetaer)[ 1,2,3 ]; Li, X (Li, Xiao)[ 1,2,3 ]; Yang, YT (Yang, Yating)[ 1,2,3 ] | |
刊名 | APPLIED SCIENCES-BASEL |
2019 | |
卷号 | 9期号:4页码:1-13 |
关键词 | uyghur noun hybrid strategy morphological re-inflection machine learning |
ISSN号 | 2076-3417 |
DOI | 10.3390/app9040722 |
英文摘要 | In this paper, a hybrid strategy of rules and statistics is employed to implement the Uyghur Noun Re-inflection model. More specifically, completed Uyghur sentences are taken as an input, and these Uyghur sentences are marked with part of speech tagging, and the nouns in the sentences remain the form of the stem. In this model, relevant linguistic rules and statistical algorithms are used to find the most probable noun suffixes and output the Uyghur sentences after the nouns are re-inflected. With rules of linguistics artificially summed up, the training corpora are formed by the human-machine exchange. The final experimental result shows that the Uyghur morphological re-inflection model is of high performance and can be applied to various fields of natural language processing, such as Uyghur machine translation and natural language generation. |
WOS记录号 | WOS:000460696500108 |
内容类型 | 期刊论文 |
源URL | [http://ir.xjipc.cas.cn/handle/365002/5731] |
专题 | 新疆理化技术研究所_多语种信息技术研究室 |
作者单位 | 1.Chinese Acad Sci, Xinjiang Tech Inst Phys & Chem, Urumqi 830011, Peoples R China 2.Univ Chinese Acad Sci, Beijing 100049, Peoples R China 3.Xinjiang Lab Minor Speech & Language Informat Pro, Urumqi 830011, Peoples R China |
推荐引用方式 GB/T 7714 | Munire, M ,Li, X ,Yang, YT . Construction of the Uyghur Noun Morphological Re-Inflection Model Based on Hybrid Strategy[J]. APPLIED SCIENCES-BASEL,2019,9(4):1-13. |
APA | Munire, M ,Li, X ,&Yang, YT .(2019).Construction of the Uyghur Noun Morphological Re-Inflection Model Based on Hybrid Strategy.APPLIED SCIENCES-BASEL,9(4),1-13. |
MLA | Munire, M ,et al."Construction of the Uyghur Noun Morphological Re-Inflection Model Based on Hybrid Strategy".APPLIED SCIENCES-BASEL 9.4(2019):1-13. |
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