Exploring language model for better semantic matching of text paragraphs

• Main Author: Ng, Kwang Sheng
• Other Authors: Lihui Chen
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2022
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Document and text processing; Engineering::Electrical and electronic engineering
• Online Access: https://hdl.handle.net/10356/157772
• Institution: Nanyang Technological University

Natural Language Processing (NLP) has come a long way and modern NLP study has catapulted the proliferate use of NLP incorporated into our everyday lives for short texts. However, the same cannot be said for long text sentence documents. Some current NLP models work well for short texts but suf...