Aim of Babble Labble: Can we use natural language as a form of weak supervision?
Natural language supervision would involve parsing the semantics and then using these as labeling functions.
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Ratner_et_al-2017-dawn,cs,stanford,edu-Snorkel_and_The_Dawne extracting structured data from data that has some structure such as tables embedded in PDFs and webpages? We’ve been working on a system called Fonduer to make this fast and easy in Snorkel! <span>Learning from natural language supervision : Can we use natural language as a form of weak supervision, parsing the semantics of natural language statements and then using these as labeling functions? We’ve done some exciting preliminary work here! <span>
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