Essays about: "monolingual"

Showing result 16 - 20 of 69 essays containing the word monolingual.

  1. 16. Neural Dependency Parsing of Low-resource Languages: A Case Study on Marathi

    University essay from Uppsala universitet/Institutionen för lingvistik och filologi

    Author : Wenwen Zhang; [2022]
    Keywords : Dependency Parsing; Low-resource Languages; BERT;

    Abstract : Cross-lingual transfer has been shown effective for dependency parsing of some low-resource languages. It typically requires closely related high-resource languages. Pre-trained deep language models significantly improve model performance in cross-lingual tasks. READ MORE

  3. 17. Task-agnostic knowledge distillation of mBERT to Swedish

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

    Author : Added Kina; [2022]
    Keywords : Natural Language Processing; Transformers; Knowledge Distillation; BERT; Multilingual Models; Cross-Lingual Transfer; Naturlig bearbetning av språk; Transformatorer; Kunskapsdestillation; BERT; Flerspråkiga modeller; Tvärspråklig inlärningsöverföring;

    Abstract : Large transformer models have shown great performance in multiple natural language processing tasks. However, slow inference, strong dependency on powerful hardware, and large energy consumption limit their availability. READ MORE

  4. 18. Techniques for Multilingual Document Retrieval for Open-Domain Question Answering : Using hard negatives filtering, binary retrieval and data augmentation

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

    Author : Carlos Lago Solas; [2022]
    Keywords : OpenQA; Multilingual Transformers; Document retrieval; Data augmentation.; OpenQA; Flerspråkiga Transformatorer; Dokumenthämtning; Dataförstärkning.;

    Abstract : Open Domain Question Answering (OpenQA) systems find an answer to a question from a large collection of unstructured documents. In this information era, we have an immense amount of data at our disposal. However, filtering all the content and trying to find the answers to our questions can be too time-consuming and ffdiicult. READ MORE

  5. 19. Low-resource Language Question Answering Systemwith BERT

    University essay from Mittuniversitetet/Institutionen för informationssystem och –teknologi

    Author : Herman Jansson; [2021]
    Keywords : BERT; Question Answering system; Reading Comprehension; Low resource language; SQuADv2;

    Abstract : The complexity for being at the forefront regarding information retrieval systems are constantly increasing. Recent technology of natural language processing called BERT has reached superhuman performance in high resource languages for reading comprehension tasks. READ MORE

  6. 20. 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