The link to Snorkel [1] is really interesting, labeling data in a low quality programmatic way, which is then fed through a neural network to produce high quality labels is really smart.
Yes, Snorkel and DeepDive look extremely useful. At my job we have a lot of data but it's unlabeled, it will cost millions of dollars to outsource it to India for labeling/data entry.
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summary(slides): http://dawn.cs.stanford.edu/assets/dawn-overview.pdf
The link to Snorkel [1] is really interesting, labeling data in a low quality programmatic way, which is then fed through a neural network to produce high quality labels is really smart.
[1] https://github.com/HazyResearch/snorkel
Yes, Snorkel and DeepDive look extremely useful. At my job we have a lot of data but it's unlabeled, it will cost millions of dollars to outsource it to India for labeling/data entry.