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Text and Document Classification Technologies

55 та иш

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

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

    БобSentiment Analysis and Opinion MiningLecture notes in computer science202224 иқтибос
    ABI

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

    Davlatyor Mengliev, Vladimir Barakhnin, Mukhriddin Eshkulov +2

    МақолаTopic ModelingData in Brief202415 иқтибос
    ABI

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

    Ilyos Rabbimov, Sami Kobilov

    МақолаText and Document Classification TechnologiesJournal of Physics Conference Series202013 иқтибос
    ABI

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

    Ilyos Rabbimov, Sami Kobilov, Iosif Mporas

    МақолаText and Document Classification Technologies202012 иқтибос
    ABI

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

    Rifkat Davronov, Fatima Аdilova

    МақолаNatural Language Processing TechniquesAIP conference proceedings20242 иқтибос
    ABI

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

    Umirova Svetlana, Kholmuhamedov Bakhtiyor, Karimov Suyun Amirovich +1

    МақолаAdvanced Text Analysis Techniques20241 иқтибос
    ABI

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

    Batyr Sharimbayev, Shirali Kadyrov

    МақолаText and Document Classification Technologies20251 иқтибос
    ABI

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

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

    БобTopic ModelingLecture notes in computer science20251 иқтибос
    ABI

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

    Davlatyor Mengliev, Vladimir Barakhnin, Bahodir Ibragimov +5

    МақолаText and Document Classification TechnologiesPeerJ Computer Science20261 иқтибос
    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

    МақолаTopic Modeling2022 International Joint Conference on Neural Networks (IJCNN)20220 иқтибос
    ABI

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

    Jasur Sevinov, Gayrat Rustamovich Khamroev

    МақолаText and Document Classification TechnologiesE3S Web of Conferences20230 иқтибос
    ABI

  12. Text classification dataset for Uzbek language

    Kuriyozov Elmurod, Ulugbek Salaev, Sanatbek Matlatipov +1

    БошқаEducational Technology and AssessmentZenodo (CERN European Organization for Nuclear Research)20230 иқтибос
    ABI

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

    Batyr Sharimbayev, Shirali Kadyrov

    МақолаText and Document Classification Technologies20250 иқтибос
    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

    МақолаSpam and Phishing Detection20250 иқтибос
    ABI

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

    Khabibulla Madatov, Sapura Sattarova, Jernej Vičič

    МақолаText and Document Classification TechnologiesApplied Sciences20250 иқтибос
    ABI

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

    Nilufar Abdurakhmonova, Davlatyor Mengliev, Sarvinoz Mardonova +3

    МақолаWeb Data Mining and Analysis20250 иқтибос
    ABI

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

    Nilufar Abdurakhmonova, Rаnо Sаyfullаevа, Raima Shirinova

    МақолаNatural Language Processing Techniques20250 иқтибос
    ABI

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

    Nilufar Abdurakhmonova, Nilufar Istamovna Adizova, Dilnoza Jamolitdinova +3

    МақолаTopic Modeling20250 иқтибос
    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

    МақолаAuthorship Attribution and Profiling20250 иқтибос
    ABI

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

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

    МақолаText and Document Classification Technologies20250 иқтибос
    ABI

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

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

    МақолаTopic Modeling20250 иқтибос
    ABI

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

    Nafisa Ganijanova, Mukhiddin Shakarov, Sadokat Nurmanova +3

    МақолаText and Document Classification Technologies20250 иқтибос
    ABI

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

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

    МақолаTopic Modeling20250 иқтибос
    ABI

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

    Ogabek Sobirov, Raykhona Kurbonova, Elmurod Kuriyozov

    МақолаNatural Language Processing Techniques20250 иқтибос
    ABI

  25. Neural Sequence Models for Uzbek Morphological Stemming

    Ulugbek Salaev, Gayrat Matlatipov

    МақолаNatural Language Processing Techniques20250 иқтибос
    ABI