Hierarchical document representation for summarization

• 主要作者: Tey, Rui Jie
• 其他作者: Lihui Chen
• 格式: Final Year Project
• 語言: English
• 出版: Nanyang Technological University 2022
• 主題: Engineering::Computer science and engineering::Computing methodologies::Document and text processing; Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• 在線閱讀: https://hdl.handle.net/10356/157571
• 機構: 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...