The Problem of pos Tagging and Stemming for Agglutinative Languages (turkish, uyghur, uzbek languages)

Botir Elov, Shahlo Hamroyeva, Oqila Abdullayeva, Zilola Husainova, Nizomaddin Xudayberganov

Ўзбекистон: тил ва маданият · 2023-yil

Annotatsiya

The number of possible word forms in agglutinative languages is theoretically unlimited. This, in turn, creates the problem of POS tagging (part-of-speech) of out-of-vocabulary (OOV) words in agglutinative lan-guages. In agglutinative languages, words are formed by combining stems and suffixes. Because phonetic harmony and disharmony occur when suf-fixes are added to the root, it is necessary to analyze both phonetic and morphological changes. When solving many NLP tasks, it is necessary to reduce word forms to their root (stemming). Removing all inflectional affixes from a word and lemmatizing the rest of the word is considered one of the important tasks of natural language processing (NLP), and this process is called stemming. The stemming process is important in infor-mation retrieval (IR) systems.

Maqola ma’lumotlari
MualliflarBotir Elov, Shahlo Hamroyeva, Oqila Abdullayeva, Zilola Husainova, Nizomaddin Xudayberganov
JurnalЎзбекистон: тил ва маданият
NashriyotАлишер Навоий номидаги ТДЎТАИ
ISSN2181-922x
Nashr sanasi2023-06-10
Jild6
Son2
Betlar6-39
TilIngliz
DOI10.52773/tsuull.uzlc.2023.2/ggyv5168
Indeksga qo‘shilgan2026-09-02

DOI: 10.52773/tsuull.uzlc.2023.2/ggyv5168 · Maqolaning asl sahifasi · PDF

Iqtibos keltirish

APABotir Elov, Shahlo Hamroyeva, Oqila Abdullayeva, Zilola Husainova, & Nizomaddin Xudayberganov (2023). The Problem of pos Tagging and Stemming for Agglutinative Languages (turkish, uyghur, uzbek languages). Ўзбекистон: тил ва маданият, 6(2), 6-39. https://doi.org/10.52773/tsuull.uzlc.2023.2/ggyv5168
GOST (OAK)Botir Elov va b. The Problem of pos Tagging and Stemming for Agglutinative Languages (turkish, uyghur, uzbek languages) // Ўзбекистон: тил ва маданият. – 2023. – T. 6, № 2. – P. 6-39. – DOI: 10.52773/tsuull.uzlc.2023.2/ggyv5168.
MLABotir Elov, Shahlo Hamroyeva, Oqila Abdullayeva, Zilola Husainova, and Nizomaddin Xudayberganov. “The Problem of pos Tagging and Stemming for Agglutinative Languages (turkish, uyghur, uzbek languages).” Ўзбекистон: тил ва маданият, 6(2), 6-39, 2023. https://doi.org/10.52773/tsuull.uzlc.2023.2/ggyv5168
ChicagoBotir Elov, Shahlo Hamroyeva, Oqila Abdullayeva, Zilola Husainova, and Nizomaddin Xudayberganov. “The Problem of pos Tagging and Stemming for Agglutinative Languages (turkish, uyghur, uzbek languages).” Ўзбекистон: тил ва маданият, 6(2), 6-39 (2023). https://doi.org/10.52773/tsuull.uzlc.2023.2/ggyv5168
HarvardBotir Elov, Shahlo Hamroyeva, Oqila Abdullayeva, Zilola Husainova, and Nizomaddin Xudayberganov (2023) ‘The Problem of pos Tagging and Stemming for Agglutinative Languages (turkish, uyghur, uzbek languages)’, Ўзбекистон: тил ва маданият, 6(2), 6-39. https://doi.org/10.52773/tsuull.uzlc.2023.2/ggyv5168
BibTeX
@article{botirelov2023,
  title = {The Problem of pos Tagging and Stemming for Agglutinative Languages (turkish, uyghur, uzbek languages)},
  author = {Botir Elov and Shahlo Hamroyeva and Oqila Abdullayeva and Zilola Husainova and Nizomaddin Xudayberganov},
  journal = {Ўзбекистон: тил ва маданият},
  year = {2023},
  volume = {6},
  number = {2},
  pages = {6-39},
  doi = {10.52773/tsuull.uzlc.2023.2/ggyv5168},
  url = {https://doi.org/10.52773/tsuull.uzlc.2023.2/ggyv5168}
}

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