Neural abstractive summarization: improvements at the sequence-level

• 主要作者: Ravaut, Mathieu
• 其他作者: Sun Aixin
• 格式: Thesis-Doctor of Philosophy
• 語言: English
• 出版: Nanyang Technological University 2024
• 主題: Computer and Information Science; Natural language processing; Abstractive summarization; Deep learning; Large language models
• 在線閱讀: https://hdl.handle.net/10356/181414

Automatic text summarization has made a fantastic leap forward in the last five to ten years, fueled by the rise of deep learning systems. Summarization at large consists in compressing an input text or series of texts (such as a scientific paper, news articles, etc) into a more concise form contain...