Development of a demo system for EDU based sentiment analysis

The field of Natural Language Processing is deep and filled with various ways to understand Natural Language programmatically. One such step taken is through Aspect Category Sentiment Analysis by using Elementary Discourse Units, where each unit contains its own sentiment polarity and associated asp...

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Bibliographic Details
Main Author: Ang, Ray Sean
Other Authors: Sun Aixin
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2023
Subjects:
Online Access:https://hdl.handle.net/10356/172027
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Institution: Nanyang Technological University
Language: English
Description
Summary:The field of Natural Language Processing is deep and filled with various ways to understand Natural Language programmatically. One such step taken is through Aspect Category Sentiment Analysis by using Elementary Discourse Units, where each unit contains its own sentiment polarity and associated aspect. This project expands upon a model that uses Aspect Category Sentiment Analysis with Elementary Discourse Units by providing users of the web application with an interface that further enhances the usage of the model. The web application is expected to run the model in real-time, to give the user an understanding of how the model works.