Explainable importance ranking of research paper (NVIDIA)

• Main Author: You, Yatao
• Other Authors: Ponnuthurai Nagaratnam Suganthan
• Format: Thesis-Master by Coursework
• Language: English
• Published: Nanyang Technological University 2022
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Document and text processing; Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• Online Access: https://hdl.handle.net/10356/154747
• Institution: Nanyang Technological University

In this paper, we propose 2 parts of the work. First, we do research and evaluated 7 BERT (Bidirectional Encoder Representation from Transformers) models on citation intent classification task on scientific papers in medical and computer science fields, and proposed a method for data augmentation wh...