Essays about: "DistilBERT"

Showing result 1 - 5 of 14 essays containing the word DistilBERT.

  1. 1. Evaluating machine learning models for text classification

    University essay from Lunds universitet/Institutionen för reglerteknik

    Author : Jonas Lilja; [2023]
    Keywords : Technology and Engineering;

    Abstract : 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. READ MORE

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

    University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknik

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

    Abstract : 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. READ MORE

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

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

    Author : Kevin Huang; [2023]
    Keywords : 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;

    Abstract : 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. READ MORE

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

    University essay from Mittuniversitetet/Institutionen för kommunikation, kvalitetsteknik och informationssystem (2023-)

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

    Abstract : 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. READ MORE

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

    University essay from Stockholms universitet/Institutionen för data- och systemvetenskap

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

    Abstract : 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. READ MORE