Sökning: "multilingual performance"

Visar resultat 1 - 5 av 56 uppsatser innehållade orden multilingual performance.

  1. 1. Automatic Semantic Role Labelling (SRL) in Swedish

    Master-uppsats, Göteborgs universitet/Institutionen för data- och informationsteknik

    Författare :Lucy Yang Buhr; [2023-10-05]
    Nyckelord :Semantic role labelling; SRL; transfer learning; multi-task learning; multilingual transfer; T5; mT5;

    Sammanfattning : In this paper, using deep learning networks, the first end-to-end semantic role labelling model (SRL) has been developed for Swedish texts. This Swedish SRL model can, with a given Swedish sentence, perform trigger identification, frame classification and argument extraction tasks automatically in a series. LÄS MER

  3. 2. Språkutveckling och didaktik i modersmålsundervisningen : En undersökning av modersmålslärares syn på sin undervisning och sitt ämne

    Kandidat-uppsats, Karlstads universitet

    Författare :Saad Salih Hamad; [2023]
    Nyckelord :teachers; mother tongue instruction; didactics; school subject; lärare; modersmålsundervisning; didaktik; skolämne;

    Sammanfattning : All multilingual primary and secondary school pupils have the right to mother tongue instruction as language is essential in developing our identity, expressing our thoughts and emotions, and showcasing our knowledge and skills. The purpose of this qualitative study is to investigate the methods employed by mother tongue teachers to enhance the language development among their pupils and how they perceive mother tongue instruction as a school subject in relation to other subjects. LÄS MER

  4. 3. Topological regularization and relative latent representations

    Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Alejandro García Castellanos; [2023]
    Nyckelord :Algebraic Topology; Large Language Models; Relative Representation; Representation Learning; Model Stitching; Topological DataAnalysis; Zero-shot; Algebraisk topologi; Stora språkmodeller; Relativ representation; Representationsinlärning; Modell sömmar; Topologisk dataanalys; Zero-shot;

    Sammanfattning : This Master's Thesis delves into the application of topological regularization techniques and relative latent representations within the realm of zero-shot model stitching. Building upon the prior work of Moschella et al. LÄS MER

  5. 4. Ensuring Brand Safety by Using Contextual Text Features: A Study of Text Classification with BERT

    Master-uppsats, Uppsala universitet/Institutionen för lingvistik och filologi

    Författare :Lingqing Song; [2023]
    Nyckelord :;

    Sammanfattning : When advertisements are placed on web pages, the context in which the advertisements are presented is important. For example, manufacturers of kitchen knives may not want their advertisement to appear in a news article about a knife-wielding murderer. LÄS MER

  7. 5. Monolingual and Cross-Lingual Survey Response Annotation

    Master-uppsats, Uppsala universitet/Institutionen för lingvistik och filologi

    Författare :Yahui Zhao; [2023]
    Nyckelord :transfer learning; zero-shot cross-lingual transfer; model-based transfer; multilingual pre-trained language models; sequence labeling; open-ended questions; democracy;

    Sammanfattning : Multilingual natural language processing (NLP) is increasingly recognized for its potential in processing diverse text-type data, including those from social media, reviews, and technical reports. Multilingual language models like mBERT and XLM-RoBERTa (XLM-R) play a pivotal role in multilingual NLP. LÄS MER