Label semantics embedding and hierarchical attentions for text representation learning

• Main Author: Min, Fuzhou
• Other Authors: Mao Kezhi
• Format: Thesis-Master by Research
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Electrical and electronic engineering
• Online Access: https://hdl.handle.net/10356/165286
• Institution: Nanyang Technological University

Text classification is one of the most widely-used and important NLP (Natural Language Processing) tasks that aim to deduce the most proper pre-defined label for a given document or sentence, such as spam detection, topic classification, sentiment analysis, and so forth. One of the key steps of text...