Essays about: "multilingual transfer"

Showing result 1 - 5 of 25 essays containing the words multilingual transfer.

  1. 1. A Literature Review of Trends, Attitudes and Multilingual Learning in Research on Cross-Linguistic Influence

    University essay from Göteborgs universitet / Lärarutbildningsnämnden

    Author : Malin Bergman; Alma Engström; [2023-11-14]
    Keywords : cross-linguistic influence; transfer; multilingualism; third language acquisition; language learning;

    Abstract : This literature review identifies what trends and attitudes can be found and how the multilingual learning process is depicted in research on cross-linguistic influence (CLI) between 2009 and 2023. The aim of this is partly to investigate the changes that have followed the EU’s commitment to reinforce multilingualism and to compare current research with historical findings. READ MORE

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

    University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

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

    Abstract : 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. READ MORE

  3. 3. Topological regularization and relative latent representations

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

    Author : Alejandro García Castellanos; [2023]
    Keywords : 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;

    Abstract : 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. READ MORE

  4. 4. Monolingual and Cross-Lingual Survey Response Annotation

    University essay from Uppsala universitet/Institutionen för lingvistik och filologi

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

    Abstract : 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. READ MORE

  5. 5. Exploring Cross-Lingual Transfer Learning for Swedish Named Entity Recognition : Fine-tuning of English and Multilingual Pre-trained Models

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

    Author : Daniel Lai Wikström; Axel Sparr; [2023]
    Keywords : NER; Cross-lingual transfer; Transformer; BERT; Deep Learning; namnigenkänning; NER; multilingvistisk överföring; Transformer; BERT; deep learning;

    Abstract : Named Entity Recognition (NER) is a critical task in Natural Language Processing (NLP), and recent advancements in language model pre-training have significantly improved its performance. However, this improvement is not universally applicable due to a lack of large pre-training datasets or computational budget for smaller languages. READ MORE