Essays about: "Text Representation"

Showing result 1 - 5 of 215 essays containing the words Text Representation.

  1. 1. Self-Supervised Learning for Tabular Data: Analysing VIME and introducing Mix Encoder

    University essay from Lunds universitet/Fysiska institutionen

    Author : Max Svensson; [2024]
    Keywords : Machine Learning; Self-supervised learning; AI; Physics; Medicine; Physics and Astronomy;

    Abstract : We introduce Mix Encoder, a novel self-supervised learning framework for deep tabular data models based on Mixup [1]. Mix Encoder uses linear interpolations of samples with associated pretext tasks to form useful pre-trained representations. READ MORE

  3. 2. Sweden´s representation in Utvandrarna and its adaptations : The image of Sweden in the Utvandrar-series

    University essay from Linnéuniversitetet/Institutionen för film och litteratur (IFL)

    Author : André Gustafsson; [2024]
    Keywords : Adaption; Vilhelm Moberg; Sverige; Jan Troell; Erik Poppe; Utvandrarna; adaptionsanalys;

    Abstract : This study is an adaptation analysis focusing on the portrayal of Sweden in Jan Troell´s film The Emigrants (1971) and Eric Poppe´s film The Emigrants (2021), which is based on the book by the same name, written by Vilhelm Moberg. Both the films and book are discussed and analyzed to find similarities and differences between them. READ MORE

  4. 3. POTENTIALS FOR LEARNING IN THE DESIGN OF DIGITAL TEXTBOOKS

    University essay from Göteborgs universitet/Institutionen för pedagogik, kommunikation och lärande

    Author : Sonja Husgafvel; [2023-07-03]
    Keywords : Digital Textbooks; ; Multimodal Text Analysis; ; Semiotic Theory; ; Visual Grammar; ; Potentials for learning; ; History;

    Abstract : Purpose: The aim of this study was to enhance the knowledge of the learning potentials associated with the different designs of digital textbooks and their implications for the representation of historical content. More specifically, the analysis focused on four Finnish digital history textbooks, with the Winter War being selected as the specific learning unit due to its significant role in the history of Finland. READ MORE

  5. 4. Word Frequencies and Vocabulary Threshold Levels in EFL Textbooks. A Corpus Study

    University essay from Göteborgs universitet / Lärarutbildningsnämnden

    Author : Samantha Read; [2023-06-19]
    Keywords : Vocabulary; corpus; coursebooks; upper secondary; word frequencies; threshold levels;

    Abstract : A significant number of studies have identified inadequate vocabulary exposure in EFL coursebooks as a problem. However, few studies have been carried out in the Swedish context. READ MORE

  6. 5. Information Extraction for Test Identification in Repair Reports in the Automotive Domain

    University essay from Uppsala universitet/Institutionen för lingvistik och filologi

    Author : Huang Jie; [2023]
    Keywords : text classification; information retrieval; contrastive learning; prompt-based fine-tuning; large language models;

    Abstract : The knowledge of tests conducted on a problematic vehicle is essential for enhancing the efficiency of mechanics. Therefore, identifying the tests performed in each repair case is of utmost importance. This thesis explores techniques for extracting data from unstructured repair reports to identify component tests. READ MORE