Essays about: "language translation models"

Showing result 11 - 15 of 34 essays containing the words language translation models.

  1. 11. Synthetic Data Generation Using Transformer Networks

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

    Author : Pedro Campos; [2021]
    Keywords : Transformer; Synthetic Data; Text Generation; Deep Learning; Tabular Data; Transformator; Syntetisk data; Textgenerering; Djupinlärning; Tabelldata;

    Abstract : One of the areas propelled by the advancements in Deep Learning is Natural Language Processing. These continuous advancements allowed the emergence of new language models such as the Transformer [1], a deep learning model based on attention mechanisms that takes a sequence of symbols as input and outputs another sequence, attending to the input during its generation. READ MORE

  3. 12. A Comparative Study of the Quality between Formality Style Transfer of Sentences in Swedish and English, leveraging the BERT model

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

    Author : Maria Lindblad; [2021]
    Keywords : Formality Style Transfer; BERT; Natural Language Generation; Swedish Language Models; GYAFC; Encoder-Decoder Models; Överföring av formalitetsstil; BERT; Generering av naturligt språk; Svenska språkmodeller; GYAFC; Kodnings-avkodningsmodeller;

    Abstract : Formality Style Transfer (FST) is the task of automatically transforming a piece of text from one level of formality to another. Previous research has investigated different methods of performing FST on text in English, but at the time of this project there were to the author’s knowledge no previous studies analysing the quality of FST on text in Swedish. READ MORE

  4. 13. What the BERT? : Fine-tuning KB-BERT for Question Classification

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

    Author : Jonatan Cervall; [2021]
    Keywords : BERT; KB-BERT; Question Classification; TREC; Li and Roth Taxonomy; BERT; KB-BERT; Frågeklassificering; TREC; Li och Roth Taxonomi;

    Abstract : This work explores the capabilities of KB-BERT on the downstream task of Question Classification. The TREC data set for Question Classification with the Li and Roth taxonomy was translated to Swedish, by manually correcting the output of Google’s Neural Machine Translation. 500 new data points were added. READ MORE

  5. 14. Towards Machine Translation with Quantum Computers

    University essay from Stockholms universitet/Fysikum

    Author : Irene Vicente Nieto; [2021]
    Keywords : ;

    Abstract : This work explores the possibilities to use quantum computers and quantum based language models for machine translation. Precise translation requires vast expertise and knowledge of various languages, thus machine translationis still far from superseding humans. READ MORE

  6. 15. Automatic Speech Recognition for low-resource languages using Wav2Vec2 : Modern Standard Arabic (MSA) as an example of a low-resource language

    University essay from Högskolan Dalarna/Institutionen för information och teknik

    Author : Taha Zouhair; [2021]
    Keywords : Automatic Speech Recognition; Facebook Wav2Vec; Mozilla Common Voice; Low-Resource Language;

    Abstract : The need for fully automatic translation at DigitalTolk, a Stockholm-based company providing translation services, leads to exploring Automatic Speech Recognition as a first step for Modern Standard Arabic (MSA). Facebook AI recently released a second version of its Wav2Vec models, dubbed Wav2Vec 2. READ MORE