Essays about: "Text classification"

Showing result 31 - 35 of 302 essays containing the words Text classification.

  1. 31. Design an emotionally positive experience via sentiment classification for social media recommendation systems : A case study in TikTok

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

    Author : Yawen Deng; [2023]
    Keywords : recommendation system; social application; sentiment classification; emotions; UX; rekommendationssystem; social tillämpning; känslolägesklassificering; känslor; UX;

    Abstract : Recommendation system benefits social media by attracting users with the posts they prefer. The recommended posts, however, may not align with what users really need to browse, especially in terms of emotion. READ MORE

  3. 32. 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. 33. 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. 34. Comparing Different Transformer Models’ Performance for Identifying Toxic Language Online

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

    Author : Carl Sundelin; [2023]
    Keywords : Artificial Intelligence; Machine Learning; Natural Language Processing; Transformers; RoBERTa; DistilBERT; ALBERT; Toxic Language Identification; Social Media;

    Abstract : There is a growing use of the internet and alongside that, there has been an increase in the use of toxic language towards other people that can be harmful to those that it targets. The usefulness of artificial intelligence has exploded in recent years with the development of natural language processing, especially with the use of transformers. READ MORE

  6. 35. Classification of invoices using a 2D NLP approach : A comparison between methods for invoice information extraction for the purpose of classification

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

    Author : Linnéa Fredriksson; [2023]
    Keywords : Key-field extraction; Invoices; 2D NLP; Document Intelligence; Visually Rich Documents; LayoutLMv3; Nyckelfältsextraktion; Fakturor; 2-dimensionell naturligtspråkbehandling; LayoutLMv3;

    Abstract : Many companies are handling a large number of invoices every year. To manually categorize them takes a lot of time and resources. For a model to automatically categorize invoices, the documents need to be properly read and processed by the model. READ MORE