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Development of a semantic and syntactic model of natural language by means of non-negative matrix and tensor factorization

A method of developing a structural model of natural language syntax and semantics is proposed. Syntactic and semantic relations between parts of a sentence are presented in a form of a recursive structure called a control space. Numerical characteristics of these data are stored in multidimensional...

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Veröffentlicht in:PROBLEMS IN PROGRAMMING
Datum:2025
Heft:2-3
Сторінки:263-272
ISSN:1727-4907
Автори та афіліації:
  • O.O. Marchenko — Kiev Taras Shevchkenko National University
Ключові слова:large language models, small language models, syntactical construction, semantics, syntactical ambiguity, statistical linguistics, generalized derivative, с-means, text mining, синтаксична структура
1. Verfasser: Marchenko, O.O.
Format: Artikel
Sprache:Ukrainisch
Veröffentlicht: PROBLEMS IN PROGRAMMING 2025
Schlagworte:
UDC 681.3
Online Zugang:https://pp.isofts.kiev.ua/index.php/ojs1/article/view/719
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Назва журналу:Problems in programming
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