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Text and Document Classification Technologies

55 works

  1. Construction and Evaluation of Sentiment Datasets for Low-Resource Languages: The Case of Uzbek

    Elmurod Kuriyozov, Sanatbek Matlatipov, Miguel Á. Alonso +1

    ChapterSentiment Analysis and Opinion MiningLecture notes in computer science202224 citations
    ABI

  2. A comprehensive dataset and neural network approach for named entity recognition in the Uzbek language

    Davlatyor Mengliev, Vladimir Barakhnin, Mukhriddin Eshkulov +2

    ArticleTopic ModelingData in Brief202415 citations
    ABI

  3. Multi-Class Text Classification of Uzbek News Articles using Machine Learning

    Ilyos Rabbimov, Sami Kobilov

    ArticleText and Document Classification TechnologiesJournal of Physics Conference Series202013 citations
    ABI

  4. Uzbek News Categorization using Word Embeddings and Convolutional Neural Networks

    Ilyos Rabbimov, Sami Kobilov, Iosif Mporas

    ArticleText and Document Classification Technologies202012 citations
    ABI

  5. UzRoberta: A pre-trained language model for Uzbek

    Rifkat Davronov, Fatima Аdilova

    ArticleNatural Language Processing TechniquesAIP conference proceedings20242 citations
    ABI

  6. Automatic Topic Detection in Large Text Data in Uzbek using Clustering Methods

    Umirova Svetlana, Kholmuhamedov Bakhtiyor, Karimov Suyun Amirovich +1

    ArticleAdvanced Text Analysis Techniques20241 citations
    ABI

  7. Text Classification for AI Generated Content with Machine Learning and Deep Learning Models

    Batyr Sharimbayev, Shirali Kadyrov

    ArticleText and Document Classification Technologies20251 citations
    ABI

  8. Text Classification for Social Networks: Solving Short Text and Informal Language Problems

    G. G. Ro‘ziyeva, Bahrixon Ibragimovna Otaxonova, Madina Eldarovna Shaazizova

    ChapterTopic ModelingLecture notes in computer science20251 citations
    ABI

  9. Development of hybrid approach for named entity recognition in Uzbek language text

    Davlatyor Mengliev, Vladimir Barakhnin, Bahodir Ibragimov +5

    ArticleText and Document Classification TechnologiesPeerJ Computer Science20261 citations
    ABI

  10. Beyond Transformers: fault type detection in maintenance tickets with Kernel Methods, Boost Decision Trees and Neural Networks

    Stefano Campese, Federico Agostini, J. Pazzini +1

    ArticleTopic Modeling2022 International Joint Conference on Neural Networks (IJCNN)20220 citations
    ABI

  11. Classification methods and models for automatic determination of goods code by foreign economic activity goods nomenclature

    Jasur Sevinov, Gayrat Rustamovich Khamroev

    ArticleText and Document Classification TechnologiesE3S Web of Conferences20230 citations
    ABI

  12. Text classification dataset for Uzbek language

    Kuriyozov Elmurod, Ulugbek Salaev, Sanatbek Matlatipov +1

    OtherEducational Technology and AssessmentZenodo (CERN European Organization for Nuclear Research)20230 citations
    ABI

  13. Text Classification for AI Generated Content with Machine Learning and Deep Learning Models

    Batyr Sharimbayev, Shirali Kadyrov

    ArticleText and Document Classification Technologies20250 citations
    ABI

  14. Real-Time Phishing URL Detection Using Gated Recurrent Units and Character-Level Embedding

    Muhidinov Ayubbek Nuritdinovich, Ahmed Kateb J. Al-Nussairi, Ali Ihsan Alanssari +3

    ArticleSpam and Phishing Detection20250 citations
    ABI

  15. TF-IDF-Based Classification of Uzbek Educational Texts

    Khabibulla Madatov, Sapura Sattarova, Jernej Vičič

    ArticleText and Document Classification TechnologiesApplied Sciences20250 citations
    ABI

  16. A Hybrid Named-Entity Recognition Algorithm for Ecological Documentation in Uzbekistan

    Nilufar Abdurakhmonova, Davlatyor Mengliev, Sarvinoz Mardonova +3

    ArticleWeb Data Mining and Analysis20250 citations
    ABI

  17. Leveraging mBERT with Rule-Driven Pre-Processing for Domain-Specific Karakalpak Text Classification

    Nilufar Abdurakhmonova, Rаnо Sаyfullаevа, Raima Shirinova

    ArticleNatural Language Processing Techniques20250 citations
    ABI

  18. Development of Hybrid Algorithm for Named Entity Recognition in Uzbek Public Administration Texts

    Nilufar Abdurakhmonova, Nilufar Istamovna Adizova, Dilnoza Jamolitdinova +3

    ArticleTopic Modeling20250 citations
    ABI

  19. Development and Evaluation of a Combined Model for Genre Classification of Uzbek Media Texts

    Zoir Tohirov, Илхомжон Тухтасинов, Anorkhon Nasivali qizi Akhmedova +3

    ArticleAuthorship Attribution and Profiling20250 citations
    ABI

  20. Document-Level Semantic Analysis of Uzbek Texts— Scheme, Benchmark, and Reproducible Results

    Saidbek P. Babayazov, Lola Samandarova, Mohira MATNAZAROVA +3

    ArticleText and Document Classification Technologies20250 citations
    ABI

  21. Named Entity Recognition in Uzbek Agriculture: Impact of Script Standardization Across Neural Networks Architectures

    Nafisa Ganijanova, Alisher Abidjanov, Aybibi R. Iskandarova +3

    ArticleTopic Modeling20250 citations
    ABI

  22. Development of Algorithm for Classification of Financial Texts in the Uzbek Language

    Nafisa Ganijanova, Mukhiddin Shakarov, Sadokat Nurmanova +3

    ArticleText and Document Classification Technologies20250 citations
    ABI

  23. Identification of Named Entities from Uzbek Historical Texts: A Multilingual BERT Approach

    Nodirbek Boltayev, Munisa Nayimova, Н. П. Абубакирова +3

    ArticleTopic Modeling20250 citations
    ABI

  24. Developing a Dictionary-Based Algorithm for finding Lemmas of Uzbek Words

    Ogabek Sobirov, Raykhona Kurbonova, Elmurod Kuriyozov

    ArticleNatural Language Processing Techniques20250 citations
    ABI

  25. Neural Sequence Models for Uzbek Morphological Stemming

    Ulugbek Salaev, Gayrat Matlatipov

    ArticleNatural Language Processing Techniques20250 citations
    ABI