Sentiment analysis on social media

• Main Author: Wang, Hai
• Other Authors: Mao Kezhi
• Format: Thesis-Master by Coursework
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science; Sentiment analysis; Deep learning; GLOVE embedding; Emoji
• Online Access: https://hdl.handle.net/10356/175974
• Institution: Nanyang Technological University

This research investigates improving sentiment analysis by integrating pre-trained GloVe embeddings with LSTM and Transformer architectures. Driven by the need for finer sentiment interpretation in digital communication, we evaluated models to determine GloVe embeddings’ impact on sentiment classifi...