Interpretable vector language models

• Main Author: Siow, Zi Hao
• Other Authors: Fedor Duzhin
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Mathematical Sciences; Interpretable; Vector language models; Data visualisation
• Online Access: https://hdl.handle.net/10356/175573
• Institution: Nanyang Technological University

Natural Language Processing (NLP) is an important part of Artificial Intelligence (AI) that aims to create algorithms which improve how humans understand and interpret bodies of text. In particular, word embeddings form a vital part of NLP, as models like Word2Vec and GloVe assign numeric vectors to...