Essays about: "Korta Texter"

Showing result 1 - 5 of 13 essays containing the words Korta Texter.

  1. 1. Recommendation of Text Properties for Short Texts with the Use of Machine Learning : A Comparative Study of State-of-the-Art Techniques Including BERT and GPT-2

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

    Author : Luciano Zapata; [2023]
    Keywords : Text classification; Short texts; Deep Learning; BERT; GPT; GPT-2; Transformers; Natural Language Processing; Textklassificering; Korta Texter; Djupinlärning; BERT; GPT; GPT-2; Transformatorer; Naturlig språkbehandling;

    Abstract : Text mining has gained considerable attention due to the extensive usage ofelectronic documents. The significant increase in electronic document usagehas created a necessity to process and analyze them effectively. READ MORE

  3. 2. 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

  4. 3. Categorization of Customer Reviews Using Natural Language Processing

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

    Author : Adam Liliemark; Viktor Enghed; [2021]
    Keywords : Machine Learning; Natural Language Processing; Unsupervised Clustering; Artificial Neural Network; Text Categorization; Maskininlärning; Natural Language Processing; Naturlig Språkbehandling; Oövervakad Gruppering; Artificiella Neurala Nätverk; Textkategorisering;

    Abstract : Databases of user generated data can quickly become unmanageable. Klarna faced this issue, with a database of around 700,000 customer reviews. Ideally, the database would be cleaned of uninteresting reviews and the remaining reviews categorized. READ MORE

  5. 4. Investigating Performance of Different Models at Short Text Topic Modelling

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

    Author : Pratima Rao Akinepally; [2020]
    Keywords : Topic Modeling; NLP; word2vec; Universal Sentence Encoder; Podcast; Textanalys; semantiska vektorrum; NLP; word2vec; Universal Sentence Encoder; Poddar;

    Abstract : The key objective of this project was to quantitatively and qualitatively assess the performance of a sentence embedding model, Universal Sentence Encoder (USE), and a word embedding model, word2vec, at the task of topic modelling. The first step in the process was data collection. READ MORE

  6. 5. Rembong-Wangka : Its position among the Manggaraic languages, some formative elements and adnominal possession

    University essay from Stockholms universitet/Institutionen för lingvistik

    Author : Leif Asplund; [2020]
    Keywords : Rembong-Wangka; Manggaraic; Flores; enclitics; possession; etymology; rembong-wangka; manggaraiska; Flores; enklitikor; ägande; etymologi;

    Abstract : Rembong-Wangka is an Austronesian language, which together with other little described languages, belongs to the Manggaraic subgroup of Austronesian. One aim is to present information about them, as well as other languages in the area, drawn from not readily accessible sources, including archival material, and information collected by the author in Flores. READ MORE