Essays about: "Toxic Comment Classification"

Found 2 essays containing the words Toxic Comment Classification.

  1. 1. Mitigating Unintended Bias in Toxic Comment Detection using Entropy-based Attention Regularization

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Fabio Camerota; [2023]
    Keywords : XLNet; BERT; Toxic Comment Classification; Entropy-based Attention Regularization; XLNet; BERT; Toxisk Kommentar Klassificering; Entropibaserad uppmärksamhetsreglering;

    Abstract : The proliferation of hate speech is a growing challenge for social media platforms, as toxic online comments can have dangerous consequences also in real life. There is a need for tools that can automatically and reliably detect hateful comments, and deep learning models have proven effective in solving this issue. READ MORE

  3. 2. Multi-Label Toxic Comment Classification Using Machine Learning: An In-Depth Study

    University essay from Lunds universitet/Institutionen för datavetenskap

    Author : Matilda Froste; Mosa Hosseini; [2023]
    Keywords : natural language processing; machine learning; offensive speech detection; transformers; multi-label classification; Technology and Engineering;

    Abstract : The classification of toxic comments is a well-researched area with many techniques available. However, effectively managing multi-label categorization still requires a considerable amount of work. READ MORE