Essays about: "zero-shot cross-lingual transfer"

Showing result 1 - 5 of 9 essays containing the words zero-shot cross-lingual transfer.

  1. 1. 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

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

    University essay from Uppsala universitet/Institutionen för lingvistik och filologi

    Author : Kris Farrugia; [2022]
    Keywords : low-resource; named-entity; information extraction; Maltese;

    Abstract : 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. READ MORE

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

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Siri Ann Göhl; [2022]
    Keywords : ;

    Abstract : 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. READ MORE

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

    University essay from Uppsala universitet/Institutionen för lingvistik och filologi

    Author : Evelyn Kai Yan Liu; [2022]
    Keywords : 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;

    Abstract : 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. READ MORE

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

    University essay from Uppsala universitet/Institutionen för lingvistik och filologi

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

    Abstract : 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. READ MORE