Hierarchical document representation for summarization

• Main Author: Tey, Rui Jie
• Other Authors: Lihui Chen
• Format: Final Year Project
• 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/10356/157571
• Institution: Nanyang Technological University

Most extractive summarization models usually employ a hierarchical encoder for document summarization. However, these extractive models are solely using document-level information to classify and select sentences which may not be the most effective way. In addition, most state-of-the-art (SOTA) mode...