Graph convolutional neural networks for text categorization

• Main Author: Lakhotia, Suyash
• Other Authors: Xavier Bresson
• Format: Final Year Project
• Language: English
• Published: 2018
• Subjects: DRNTU::Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• Online Access: http://hdl.handle.net/10356/74095
• Institution: Nanyang Technological University

Text categorization is the task of labelling text data from a predetermined set of thematic labels. In recent years, it has become of increasing importance as we generate large volumes of data and require the ability to search through these vast datasets with flexible queries. However, manually labe...