Sökning: "DistilBERT"

Visar resultat 1 - 5 av 15 uppsatser innehållade ordet DistilBERT.

1. 1. Evaluating machine learning models for text classification

   Uppsats för yrkesexamina på avancerad nivå, Lunds universitet/Institutionen för reglerteknik

   Författare :Jonas Lilja; [2023]
   Nyckelord :Technology and Engineering;

   Sammanfattning : This thesis will explore the use of AWS machine learning services that enable natural language processing (NLP). More specifically, this work will focus on sentiment analysis of product and service reviews written in Swedish. LÄS MER

3. 2. Analysing the possibilities of a needs-based house configurator

   Uppsats för yrkesexamina på avancerad nivå, Luleå tekniska universitet/Institutionen för system- och rymdteknik

   Författare :Roman Ermolaev; [2023]
   Nyckelord :Needs-based; Configurator; House configurator; CNN; BERT; DistilBERT; Swedish;

   Sammanfattning : A needs-based configurator is a system or tool that assists users in customizing products based on their specific needs. This thesis investigates the challenges of obtaining data for a needs-based machine learning house configurator and identifies suitable models for its implementation. LÄS MER

4. 3. Automatic Analysis of Peer Feedback using Machine Learning and Explainable Artificial Intelligence

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

   Författare :Kevin Huang; [2023]
   Nyckelord :Text classification; Peer feedback; Explainable Artificial Intelligence; BERT; RoBERTa; DistilBERT; Decision Tree; MLP; CSCL; STEM education; Textklassificering; Feedback till kamrater; Förklarig Artificiell Intelligens; BERT; RoBERTa; DistilBERT; Decision Tree; MLP; CSCL; STEM-utbildning;

   Sammanfattning : Peer assessment is a process where learners evaluate and provide feedback on one another’s performance, which is critical to the student learning process. Earlier research has shown that it can improve student learning outcomes in various settings, including the setting of engineering education, in which collaborative teaching and learning activities are common. LÄS MER

5. 4. Design Extractor: A ML-based Tool for CapturingSoftware Design Decisions

   Kandidat-uppsats, Mittuniversitetet/Institutionen för kommunikation, kvalitetsteknik och informationssystem (2023-)

   Författare :Petrus Söderström; [2023]
   Nyckelord :machine learning; natural language processing; design decisions; software design; voice recognition;

   Sammanfattning : Context: A software project’s success; involvinga larger group of individuals, relies on efficient teamcommunication. Part of efficient communication is avoidingmiscommunication, misunderstandings, and losingknowledge. These consequences of poor communication canlead to negative repercussions such as loss of time, money,and customer approval. LÄS MER

7. 5. Comparing Different Transformer Models’ Performance for Identifying Toxic Language Online

   Master-uppsats, Stockholms universitet/Institutionen för data- och systemvetenskap

   Författare :Carl Sundelin; [2023]
   Nyckelord :Artificial Intelligence; Machine Learning; Natural Language Processing; Transformers; RoBERTa; DistilBERT; ALBERT; Toxic Language Identification; Social Media;

   Sammanfattning : There is a growing use of the internet and alongside that, there has been an increase in the use of toxic language towards other people that can be harmful to those that it targets. The usefulness of artificial intelligence has exploded in recent years with the development of natural language processing, especially with the use of transformers. LÄS MER