January 2018
Beginner to intermediate
284 pages
8h 35m
English
Content preview from Deep Learning Essentials
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ROUGE
Recall-Oriented Understudy of Gisting Evaluation (ROUGE). It computes n-gram based recall for the candidate sentence with respect to the references. It is a popular metric for summarization evaluation, trying to answer how often the words (and/or n-grams) in the reference summaries appeared in the machine-generated summaries (compared to BLEU asking how often the words (and/or n-grams) in the machine-generated summaries appeared in the human-reference summaries).
Similar to BLEU, versions of ROUGE can be computed by varying the n-gram count. Two other versions of ROUGE are ROUGES and ROUGEL. ROUGES computes an F-measure with a recall bias using skip-bigrams, while ROUGEL uses the longest common subsequence between the candidate and ...
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.