Essays about: "Machine Translation"

Showing result 16 - 20 of 115 essays containing the words Machine Translation.

  1. 16. 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

  3. 17. Post-processing of optical character recognition for Swedish addresses

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

    Author : Moa Andersson; [2022]
    Keywords : OCR; OCR post-processing; OCR post-correction; NMT; Lexical model; OCR; efterbehandling för OCR; post-korrigering för OCR; NMT; lexikal modell;

    Abstract : ​​Optical character recognition (Optical Character Recognition (OCR)) has many applications, such as digitizing historical documents, automating processes, and helping visually impaired people read. However, extracting text from images into a digital format is not an easy problem to solve, and the outputs from the OCR frameworks often include errors. READ MORE

  4. 18. A Study of Accumulation Times in Translation from Event Streams to Video for the Purpose of Lip Reading

    University essay from KTH/Datavetenskap

    Author : Didrik Munther; David Puustinen; [2022]
    Keywords : Lip-Reading; ANN; Event-based Cameras; Läppläsning; ANN; Eventbaserade kameror;

    Abstract : Visually extracting textual context from lips consists of pattern matching which results in a frequent use of machine learning approaches for the task of classification. Previous research has consisted of mostly audiovisual (multi modal) approaches and conventional cameras. READ MORE

  5. 19. Java Syntax Error Repair Using RoBERTa

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

    Author : Ziyi Xiang; [2022]
    Keywords : Java program repair; RoBERTa; Neural machine translation architecture; Reparation av Java­program; RoBERTa; Neural maskinöversättningsarkitektu;

    Abstract : Deep learning has achieved promising results for automatic program repair (APR).In this paper, we revisit this topic and propose an end-to-end approach Classfix tocorrect java syntax errors. Classfix uses the RoBERTa classification model to localizethe error, and uses the RoBERTa encoder-decoder model to repair the located buggyline. READ MORE

  6. 20. 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