Essays about: "Text Categorization"

Showing result 1 - 5 of 33 essays containing the words Text Categorization.

  1. 1. Text simplification in Swedish using transformer-based neural networks

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

    Author : Samuel Söderberg; [2023]
    Keywords : Machine learning; Natural language processing; Text simplification; Datasets; Maskininlärning; Neurolingvistisk programmering; Textförenkling; Dataset;

    Abstract : Textförenkling innebär modifiering av text så att den blir lättare att läsa genom ersättning av komplexa ord, ändringar av satsstruktur och/eller borttagning av onödig information. Forskning existerar kring textförenkling på svenska, men användandet av neurala nätverk inom området är begränsat. READ MORE

  3. 2. The Semantics of Old Irish Landscape Vocabulary : Differentiation and Cognitive Linguistic Categorization

    University essay from Uppsala universitet/Institutionen för lingvistik och filologi

    Author : Rebecca Madlener; [2022]
    Keywords : Old Irish; Historical Semantics; Landscape Semantics; Semantic Differentiation; Cognitive Semantic Categorization;

    Abstract : This project investigates the cognitive linguistic categories that structure the Old Irish landscape lexicon. The semantics of basic landscape vocabulary are differentiated based on collocate analysis and close reading of relevant text passages. READ MORE

  4. 3. Evaluation of the performance of machine learning techniques for email classification

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

    Author : Isabella Tapper; [2022]
    Keywords : Natural Language Processing; Text Representations; Email Classification; Text Classification; Behandling Av Naturliga Språk; Text Representation; epost-klassificering; Textklassificering;

    Abstract : Manual categorization of a mail inbox can often become time-consuming. Therefore many attempts have been made to use machine learning for this task. One essential Natural Language Processing (NLP) task is text classification, which is a big challenge since an NLP engine is not a native speaker of any human language. READ MORE

  5. 4. Evaluating Hybrid Neural Network Approaches to Multimodal Web Page Classification Based on Textual and Visual Features

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

    Author : Anton Ivarsson; [2021]
    Keywords : Web Page Classification; Natural Language Processing; Computer Vision; Text Classification; Image Classification; Weighted Average of Outputs; Webbsideklassificering; Behandling Av Naturliga Språk; Datorseende; Textklassificering; Bildklassificering; Viktat Genomsnitt Av Resultat;

    Abstract : Given the explosive growth of web pages on the Internet in the last decade, automatic classification and categorization of web pages have grown into an important task. This thesis sets out to evaluate whether or not methods for text and image analysis, which had not been evaluated for web page classification, could improve on the state-of-the-art methods in web page classification. READ MORE

  6. 5. Green Populism in New Social Movements : A Qualitative Text Analysis on Extinction Rebellion's Discourse

    University essay from Jönköping University/HLK, Medie- och kommunikationsvetenskap

    Author : Jacob Fransson; [2021]
    Keywords : green populism; populism; green ideology; new social movements; qualitative text analysis; Extinction Rebellion;

    Abstract : This thesis aims to explore the new concept of green populism and to explore if Extinction Rebellion can be seen as a new social movement. The concept of green populism is based on Cas Mudde’s ideational approach to populism and Dobson’s approach to green ideology. READ MORE