From Extractive to Abstractive Summarization: A Journey

• Κύριοι συγγραφείς: Mehta, Parth (Συγγραφέας, http://id.loc.gov/vocabulary/relators/aut), Majumder, Prasenjit (http://id.loc.gov/vocabulary/relators/aut)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Singapore : Springer Singapore : Imprint: Springer, 2019.
• Έκδοση: 1st ed. 2019.
• Θέματα: Computer software-Reusability.; Computer communication systems.; Application software.; Performance and Reliability.; Computer Communication Networks.; Information Systems Applications (incl. Internet).

This book describes recent advances in text summarization, identifies remaining gaps and challenges, and proposes ways to overcome them. It begins with one of the most frequently discussed topics in text summarization - 'sentence extraction' -, examines the effectiveness of current techniq...

Πίνακας περιεχομένων:

• Introduction.-Related Work
• Corpora and Evaluation for Text Summarization
• Domain Specific Summarization
• Improving sentence extraction through rank aggregation
• Leveraging content similarity in summaries for generating better ensembles.-Neural model for sentence compression
• Conclusion.