Essays about: "text-classification"

Showing result 16 - 20 of 128 essays containing the word text-classification.

  1. 16. NOVA: Automated Detection of Violent Threats in Swedish Online Environments

    University essay from Stockholms universitet/Institutionen för data- och systemvetenskap

    Author : Kevin Lindén; Arvin Moshfegh; [2023]
    Keywords : Violent Threats; BERT; Artificial Intelligence; Machine Learning; Automated Text Classification;

    Abstract : Social media and online environments have become an integral part of society, allowing for self-expression, information sharing, and discussions online. However, these platforms are also used to express hate and threats of violence. READ MORE

  3. 17. A Hybrid Approach to Hate Speech Detection

    University essay from Umeå universitet/Institutionen för datavetenskap

    Author : Simon Rickardsson; [2023]
    Keywords : ;

    Abstract : An interesting question is to what extent can background knowledge help in the context of text classification. To address this in more detail, can a traditional rulebased classifier help boost the accuracy of learned models? We explore this here for detecting hate speech and offensive language in online text. READ MORE

  4. 18. Parliament proceeding classification via Machine Learning algorithms: A case of Greek parliament proceedings

    University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknik

    Author : Christos-Sotirios Kavallos; [2023]
    Keywords : Machine learning; supervised learning; text classification; parliamentary proceedings; Greek language.;

    Abstract : The Greek Parliament is a critical institution for the Greek Democracy, where important decisions are made that affect the lives of millions of people. It consists of representatives from different political parties, and each party has a unique political ideology, stance, and agenda. READ MORE

  5. 19. The impact of Large Language Models on the publishing sectors : Books, academic journals, newspapers

    University essay from Linnéuniversitetet/Institutionen för kulturvetenskaper (KV)

    Author : Octavio Kulesz; [2023]
    Keywords : Artificial intelligence; Natural language processing; GPT-3; Book industry; Scholarly publishing; Newspaper industry;

    Abstract : This paper examines the potential impact of Large Language Models (LLMs) in the press and in the production of books and academic journals. LLMs, such as OpenAI’s GPT-3, are trained on massive text corpora and can predict the next word in a given context through probabilistic methods. READ MORE

  6. 20. Active Learning applied on text classification

    University essay from Stockholms universitet/Statistiska institutionen

    Author : Malin Mattiasson; [2023]
    Keywords : ;

    Abstract : .... READ MORE