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Big Data Text Summarization: Using Deep Learning to Summarize Theses and Dissertations
(Virginia Tech, 2018-12-05)
Team 16 in the fall 2018 course "CS 4984/5984 Big Data Text Summarization," in partnership with the University Libraries and the Digital Library Research Laboratory, prepared a corpus of electronic theses and dissertations ...
Big Data Text Summarization - Hurricane Harvey
(Virginia Tech, 2018-12-12)
Natural language processing (NLP) has advanced in recent years. Accordingly, we present progressively more complex generated text summaries on the topic Hurricane Harvey. We utilized TextRank, which is an unsupervised ...
Generating an Intelligent Human-Readable Summary of a Shooting Event from a Large Collection of Webpages
We describe our approach to generating summaries of a shooting event from a large collection of webpages. We work with two separate events - a shooting at a school in Newtown, Connecticut and another at a mall in Tucson, ...