Essays about: "Caroline Larsen"

Found 2 essays containing the words Caroline Larsen.

  1. 1. Evaluating the robustness of DistilBERT to data shift in toxicity detection

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

    Author : Caroline Larsen; [2022]
    Keywords : Machine learning; Natural Language Processing; DistilBERT; Toxicity Detection; Profanity Detection; Hate Speech Identification; Text preprocessing; Maskininlärning; naturligtspråkbehandling; DistilBERT; identifiering av kränkande språk; identifiering av svordomar; textbehandling;

    Abstract : With the rise of social media, cyberbullying and online spread of hate have become serious problems with devastating consequences. Mentimeter is an interactive presentation tool enabling the presentation audience to participate by typing their own answers to questions asked by the presenter. READ MORE

  3. 2. A quantitative analysis of how the Variational Continual Learning method handles catastrophic forgetting

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

    Author : Caroline Larsen; Elin Ryman; [2020]
    Keywords : ;

    Abstract : Catastrophic forgetting is a problem that occurs when an artificial neural network in the continual learning setting replaces historic information as additional information is acquired. Several methods claiming to handle the aforementioned problem are trained and evaluated using data sets with a small number of tasks, which does not represent a real continual learning situation where the number of tasks could be large. READ MORE