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Old Age
Extractive Summarizer for Scholarly Articles
August 25, 2020 ยท Declared Dead ยท ๐ arXiv.org
"No code URL or promise found in abstract"
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Authors
Athar Sefid, Clyde Lee Giles, Prasenjit Mitra
arXiv ID
2008.11290
Category
cs.CL: Computation & Language
Cross-listed
cs.IR,
cs.LG
Citations
0
Venue
arXiv.org
Last Checked
6 months ago
Abstract
We introduce an extractive method that will summarize long scientific papers. Our model uses presentation slides provided by the authors of the papers as the gold summary standard to label the sentences. The sentences are ranked based on their novelty and their importance as estimated by deep neural networks. Our window-based extractive labeling of sentences results in the improvement of at least 4 ROUGE1-Recall points.
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