Enhancing contextual understanding in NLP: adapting state-of-the-art models for improved sentiment analysis of informal language

• Main Author: Sneha Ravisankar
• Other Authors: Vidya Sudarshan
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science; Deep learning; Natural language processing
• Online Access: https://hdl.handle.net/10356/175379
• Institution: Nanyang Technological University

In the ever-changing landscape of digital communication, social media has given rise to a vast corpus of user-generated content. This content is uniquely characterised by its informal language, including slang, emojis, and ephemeral expressions. Traditional Natural Language Processing (NLP) models o...