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From Extractive to Abstractive Summarization: A Journey
ISBN-13:
9789811389344
Veröffentl:
2019
Seiten:
116
Autor:
Parth Mehta
eBook Typ:
PDF
eBook Format:
EPUB
Kopierschutz:
1 - PDF Watermark
Sprache:
Englisch
Beschreibung:
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 techniques in domain-specific text summarization, and proposes several improvements.
Introduction.-Related Work.- Corpora and Evaluation for Text Summarization.- Domain Speci¿c Summarization.- Improving sentence extraction through rank aggregation.- Leveraging content similarity in summaries for generating better ensembles.-Neural model for sentence compression.- Conclusion.
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