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Browsing by Subject "Text classification"

Now showing items 1-4 of 4

    • Convolutional neural networks for toxic comment classification 

      Georgakopoulos S.V., Vrahatis A.G., Tasoulis S.K., Plagianakos V.P. (2018)
      Flood of information is produced in a daily basis through the global internet usage arising from the online interactive communications among users. While this situation contributes significantly to the quality of human ...

    • A Custom State LSTM Cell for Text Classification Tasks 

      Haralabopoulos G., Anagnostopoulos I. (2022)
      Text classification is the task of assigning a class to a document. Machine Learning enables the automation of Text Classification Tasks, amongst others. Recent advances in the Machine Learning field, such as the introduction ...

    • A software tool for building a statistical prefix processor 

      Karanikolas, N.; Vassilakopoulos, M.; Giannoulis, N. (2012)
      Information Retrieval or Text Classification need to match words between the user's input and the documents in a collection of texts. Matching of words is not a trivial process since words have grammatical (inflectional ...

    • Text Analysis of COVID-19 Tweets 

      Theocharopoulos P.C., Tsoukala A., Georgakopoulos S.V., Tasoulis S.K., Plagianakos V.P. (2022)
      During the COVID-19 pandemic many countries were forced to implement lockdowns to prevent further spread of the SARS-CoV-2, prohibiting people from face-to-face social interactions. This unprecedented circumstance led to ...