Hierarchical document representation for summarization

• المؤلف الرئيسي: Tey, Rui Jie
• مؤلفون آخرون: Lihui Chen
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2022
• الموضوعات: Engineering::Computer science and engineering::Computing methodologies::Document and text processing; Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/157571
• المؤسسة: 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...