Essays about: "monolingual translation"

Showing result 1 - 5 of 11 essays containing the words monolingual translation.

  1. 1. Low-Resource Domain Adaptation for Jihadi Discourse : Tackling Low-Resource Domain Adaptation for Neural Machine Translation Using Real and Synthetic Data

    University essay from Uppsala universitet/Institutionen för lingvistik och filologi

    Author : Thea Tollersrud; [2023]
    Keywords : machine translation; domain adaptation;

    Abstract : In this thesis, I explore the problem of low-resource domain adaptation for jihadi discourse. Due to the limited availability of annotated parallel data, developing accurate and effective models in this domain poses a challenging task. READ MORE

  3. 2. NEURAL MACHINE TRANSLATION FROM NORTH SÁMI TO SWEDISH

    University essay from Göteborgs universitet / Institutionen för filosofi, lingvistik och vetenskapsteori

    Author : Merle Pfau; [2022-03-08]
    Keywords : Neural Machine Translation; low-resource language; North Sámi - Swedish;

    Abstract : Neural machine translation is a method used in automatic translation that makes use of artificial neural networks. A single model takes an input sequence and predicts the most likely output sequence of words after being trained on parallel data. READ MORE

  4. 3. 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

  5. 4. Unsupervised multilingual distractor generation for fill-in-the-blank questions

    University essay from Uppsala universitet/Institutionen för lingvistik och filologi

    Author : Zhe Han; [2022]
    Keywords : Multilingual; Distractor; BERT;

    Abstract : Fill-in-the-blank multiple choice questions (MCQs) play an important role in the educational field, but the manual generation of them is quite resource-consuming, so it has gradually turned into an attractive NLP task. Thereinto, question creation itself has become a mainstream NLP research topic, while distractor (wrong alternative) generation (DG) still remains out of the spotlight. READ MORE

  6. 5. Generative Adversarial Networks for Cross-Lingual Voice Conversion

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

    Author : Fredrik Ankaräng; [2021]
    Keywords : Generative Adversarial Network; CycleGAN; Cross-Lingual Voice Conversion; Speech Synthesis; Machine Learning;

    Abstract : Speech synthesis is a technology that increasingly influences our daily lives, in the form of smart assistants, advanced translation systems and similar applications. In this thesis, the phenomenon of making one’s voice sound like the voice of someone else is explored. READ MORE