Multi-Resolution Weak Supervision for Sequential Data

Authors Frederic Sala, Paroma Varma, Jason Fries, Daniel Y. Fu, Shiori Sagawa, Saelig Khattar, Ashwini Ramamoorthy, Ke Xiao, Kayvon Fatahalian, James R. Priest, Christopher Ré Abstract Since manually labeling training data is slow and expensive, recent industrial and scientific research efforts have turned to weaker or noisier forms of supervision sources. However, existing weak supervision

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Reporting “on” and “with” Twitter

The last session of the Transparency Series took place last Saturday and featured Craig Silverman, BuzzFeed’s media editor. Silverman has an incredible record of reporting on Twitter and social media platforms generally. During the day-long workshop, he shared his strategies for breaking stories down into “actors, content, behavior, and networks.” His investigative routine when looking

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