Skip navigation


  • DSpace logo
  • Home
  • Collections
  • Researcher Profile
  • Explore by
    • Researcher Profile
  • VGU library
  • Help
  • User Guide
  • Sign on to:
    • My DSpace
    • Receive email
      updates
    • Edit Account details

VGU RESEARCH REPOSITORY


Please use this identifier to cite or link to this item: https://epub.vgu.edu.vn/handle/dlibvgu/1766
Title: Aspect – opinion – category – sentiment – quadruple extraction using the generative framework for aspect based sentiment analysis.
Authors: Duy Hoang Cao 
Keywords: Aspect based sentiment analysis;Generative framework
Issue Date: 2022
Abstract: 
With the idea of the thesis in mind, organizing the thesis for an easier reading experience is required. In order to explain every aspect of the thesis in great detail, the rest of the report will be split into six chapters:
• Chapter 2 focuses the ACOS subtask, what the previous subtasks are and the reason why ACOS came to be.
• Chapter 3 talks about the BARTABSA model, explaining the components of the model and how it works.
• Chapter 4 talks about the changes made on BARTABSA, what problems needed to be considered in order for it to solve ACOS and how the problem was dealt.
• Chapter 5 lists out the parameters used to train the model, what dataset was used, the optimizer, learning rate, machines that were used to train it.
• Chapter 6 analyzes the results of the model, how our model improves from the previous models, what our model’s weaknesses are and aspects to be improved upon.
• Chapter 7 – the final chapter - concludes the thesis with an overview of the thesis, along with ideas for future work. With the chapters in place, the concepts and content of the thesis will be presented in an organized manner. All information about the thesis and the background knowledge needed to understand it will be explained in depth in their dedicated chapters.
URI(1): https://epub.vgu.edu.vn/handle/dlibvgu/1766
Rights: Attribution-NonCommercial 4.0 International
Appears in Collections:Computer Science (CS)

Files in This Item:
File Description SizeFormat Existing users please Login
Aspect – opinion – category – sentiment – quadruple extraction using the generative framework for aspect based sentiment analysis..pdf2.87 MBAdobe PDF
Show full item record

Page view(s)

46
checked on Aug 23, 2025

Download(s)

23
checked on Aug 23, 2025

Google ScholarTM

Check


This item is licensed under a Creative Commons License Creative Commons

© Copyright 2020 by Vietnamese - German University Library.
Add: Ring road 4, Quarter 4, Thoi Hoa Ward, Ben Cat City, Binh Duong Province
Tel.:(0274) 222 0990. Ext.: 70206