Sökning: "Text-style transfer"

Hittade 3 uppsatser innehållade orden Text-style transfer.

  1. 1. Exploring toxic lexicon similarity methods with the DRG framework on the toxic style transfer task

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

    Författare :Martin Iglesias; [2023]
    Nyckelord :Detoxifcation; Text style transfer; Deep learning; Transformers; Linguistics; Natural Language Processing; Hate speech; Text style-conditional generation; Large language model; Avgiftning; Överföring av textstil; Djupinlärning; Transformatorer; Lingvistik; Naturlig språkbehandling; Hatprat; Textstil - villkorlig generering; Stor språkmodell;

    Sammanfattning : The topic of this thesis is the detoxification of language in social networks with a particular focus on style transfer techniques that combine deep learning and linguistic resources. In today’s digital landscape, social networks are rife with communication that can often be toxic, either intentionally or unintentionally. LÄS MER

  3. 2. Towards Automatic Generation of Personality-Adapted Speech and Emotions for a Conversational Companion Robot

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

    Författare :Alessio Galatolo; [2022]
    Nyckelord :Personality; Emotions; Human-Robot Interaction; Machine Learning; Large Language Models; Text-style transfer; GPT-3; STRAP; Personlighet; Känslor; Människa-robotinteraktion; Maskininlärning; Stora Språkmodeller; Överföring av text; GPT-3; STRAP;

    Sammanfattning : Previous works in Human-Robot Interaction have demonstrated the positive potential benefit of designing highly anthropomorphic robots. This includes physical appearance but also whether they can express emotions, behave in a congruent manner, etc. LÄS MER

  4. 3. Smoothening of Software documentation : comparing a self-made sequence to sequence model to a pre-trained model GPT-2

    Master-uppsats, Linköpings universitet/Institutionen för datavetenskap

    Författare :Joakim Tao; David Thimrén; [2021]
    Nyckelord :Text style transfer; authorship style transfer; documentation style;

    Sammanfattning : This thesis was done in collaboration with Ericsson AB with the goal of researching the possibility of creating a machine learning model that can transfer the style of a text into another arbitrary style depending on the data used. This had the purpose of making their technical documentation appear to have been written with one cohesive style for a better reading experience. LÄS MER