Sökning: "zero-shot cross-lingual transfer"

Visar resultat 1 - 5 av 9 uppsatser innehållade orden zero-shot cross-lingual transfer.

  1. 1. 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

  3. 2. Multilingual Transformer Models for Maltese Named Entity Recognition

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

    Författare :Kris Farrugia; [2022]
    Nyckelord :low-resource; named-entity; information extraction; Maltese;

    Sammanfattning : The recently developed state-of-the-art models for Named Entity Recognition are heavily dependent upon huge amounts of available annotated data. Consequently, it is extremely challenging for data-scarce languages to obtain significant result. LÄS MER

  4. 3. Zero-shot cross-lingual transfer learning for sentiment analysis on Swedish chat conversations

    Uppsats för yrkesexamina på avancerad nivå, Uppsala universitet/Institutionen för informationsteknologi

    Författare :Siri Ann Göhl; [2022]
    Nyckelord :;

    Sammanfattning : As the field of machine learning grows, so do the publicly available datasets. However, in the field of natural language processing, datasets within specific languages and tasks can be scarce. LÄS MER

  5. 4. Can Wizards be Polyglots: Towards a Multilingual Knowledge-grounded Dialogue System

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

    Författare :Evelyn Kai Yan Liu; [2022]
    Nyckelord :Knowledge-grounded dialogue; Dialogue systems; Generative question answering; Multilingual question answering; Multilingual dialogue systems; Transfer learning; Multi-task learning; Sequential training; Conversational AI; Natural Language Processing NLP ; Deep learning; Machine learning;

    Sammanfattning : The research of open-domain, knowledge-grounded dialogue systems has been advancing rapidly due to the paradigm shift introduced by large language models (LLMs). While the strides have improved the performance of the dialogue systems, the scope is mostly monolingual and English-centric. LÄS MER

  7. 5. Multilingual Zero-Shot and Few-Shot Causality Detection

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

    Författare :Sebastian Michael Reimann; [2021]
    Nyckelord :classification; causality; causal relation; multilingual; cross-lingual; zero-shot; few-shot; bert; xlm-r; laser;

    Sammanfattning : Relations that hold between causes and their effects are fundamental for a wide range of different sectors. Automatically finding sentences that express such relations may for example be of great interest for the economy or political institutions. LÄS MER