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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Yaroslav Dmitrievich Kanunnikov

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Review Open access Aug 2026

EXPERIMENTAL COMPARISON OF TEXT VECTORIZATION METHODS FOR SENTIMENT ANALYSIS TASK

The paper presents a comparative analysis of the effectiveness of various text vectorization methods for the task of Sentiment Analysis of Russian-language reviews. The study covers classical frequency-based approaches (TF IDF, n-grams), statistical models (Word2Vec, FastText), and a contextual method based on the pre-...

O. I. Zakharova, S. Bednyak, Yaroslav Dmitrievich Kanunnikov · 0 citations

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