Sökning: "fastText"

Visar resultat 1 - 5 av 26 uppsatser innehållade ordet fastText.

  1. 1. The impacts of code structure analysis, powered by the language model FastText

    Kandidat-uppsats, Blekinge Tekniska Högskola/Institutionen för programvaruteknik

    Författare :Gabriel Ivarsson; Noah Håkansson; [2023]
    Nyckelord :Code structure; GoLang; language models;

    Sammanfattning : The goal of this study was to investigate how the use of language models in the context of code structure analysis could impact how developers manage code structure. To do this, a prototype tool GOSPLAT (GoLang Static Package Language-model Analysis Tool) was created. LÄS MER

  3. 2. Evaluating and comparing different key phrase-based web scraping methods for training domain-specific fasttext models

    Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Love Book; [2023]
    Nyckelord :Machine Learning; Natural Language Processing; Word2vec; fasttext; KeyBERT; Web scraping; Transformers; Embeddings.; Maskininlärning; språkteknologi; Word2vec; fasttext; KeyBERT; Webbskrapning; Transformatorer; Inbäddningar.;

    Sammanfattning : The demand for automation of simple tasks is constantly increasing. While some tasks are easy to automate because the logic is fixed and the process is streamlined, other tasks are harder because the performance of the task is heavily reliant on the judgment of a human expert. LÄS MER

  4. 3. Applying Natural Language Processing to document classification

    Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :David Kragbé; [2022]
    Nyckelord :Natural Language Processing; Document Classification; Embeddings; Classifiers; Naturlig Språkbehandling; Dokumentklassificering; Inbäddningar; Klassificerare;

    Sammanfattning : In today's digital world, we produce and use more electronic documents than ever before. And this trend is far from slowing down. Particularly, more and more companies and businesses now need to treat a considerable amount of documents to deal with their clients' requests. LÄS MER

  5. 4. NLP-based Failure log Clustering to Enable Batch Log Processing in Industrial DevOps Setting

    Magister-uppsats, Mälardalens universitet/Akademin för innovation, design och teknik

    Författare :Ali Homayouni; [2022]
    Nyckelord :natural language processing; failure clustering; nightly testing; industrial devops;

    Sammanfattning : The rapid development, updating, and maintenance of industrial software systems have increased the necessity for software artifact testing. Some medium and large industries are forced to automate the test analysis process due to the proliferation of test data. LÄS MER

  7. 5. Chinese Zero Pronoun Resolution with Neural Networks

    Master-uppsats, Uppsala universitet/Institutionen för lingvistik och filologi

    Författare :Yifan Yang; [2022]
    Nyckelord :zero pronoun; zero pronoun resolution; chinese zero pronoun; machine translation; neural network;

    Sammanfattning : In this thesis, I explored several neural network-based models to resolve the issues of zero pronoun in Chinese English translation tasks. I reviewed previous work that attempts to take the resolution as a classification task, such as determining if a candidate in a given set is the antecedent of a zero pronoun, which can be categorized as rule-based and supervised methods. LÄS MER