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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| Published in: | PROBLEMS IN PROGRAMMING |
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| Date: | 2025 |
| Issue: | 2-3 |
| Pages: | 263-272 |
| ISSN: | 1727-4907 |
| Author Affiliations: |
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| Keywords: | large language models, small language models, syntactical construction, semantics, syntactical ambiguity, statistical linguistics, generalized derivative, с-means, text mining, синтаксична структура |
| Main Author: | |
| Format: | Article |
| Language: | Ukrainian |
| Published: |
PROBLEMS IN PROGRAMMING
2025
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| Subjects: | |
| Online Access: | https://pp.isofts.kiev.ua/index.php/ojs1/article/view/719 |
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| Journal Title: | Problems in programming |
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