Sökning: "Therese Stålhandske"

Hittade 2 uppsatser innehållade orden Therese Stålhandske.

  1. 1. Incorporating speaker’s role in classification of text-based dialogues

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

    Författare :Therese Stålhandske; [2020]
    Nyckelord :Natural Language Processing; Text classification; Binary Classification; Conversations; Speaker context; Hierarchical Attention Networks; Attention; Role Dependent Classification Model; Språkteknologi; klassificering av konversationer; textklassifisering; neurala nätverk;

    Sammanfattning : Dialogues are an interesting type of document, as they contain a speaker role feature not found in other types of texts. Previous work has included incorporating a speaker role dependency in text-generation, but little has been done in the realm of text classification. LÄS MER

  3. 2. Unsupervised text clusteringusing survey answers

    Kandidat-uppsats, KTH/Skolan för teknikvetenskap (SCI)

    Författare :Mathias Helgesson Törnqvist; Therese Stålhandske; [2017]
    Nyckelord :;

    Sammanfattning : Text data mining is a growing research field where machine learning and NLP areimportant technologies. There are multiple applications concerning categorizinglarge sets of documents. Depending on the size of the documents the methodsdi↵er, when it comes to short text documents the information in individualones are scant. LÄS MER