Interpretable vector language models

• Main Author: Eng, Jing Keat
• Other Authors: Fedor Duzhin
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Science::Mathematics::Algebra; Science::Mathematics::Applied mathematics::Data visualization
• Online Access: https://hdl.handle.net/10356/166482
• Institution: Nanyang Technological University

Natural Language Processing (NLP) is a branch of computer science that focuses on the development of algorithms for understanding, interpreting, and generating human language texts. A crucial technique in NLP is word embedding, where models such as Word2Vec and GloVe assign vectors to words in a voc...