Fact-Checking at Scale: Building a More Accurate and Efficient Synopsis Factuality System

By Shreya S Ramanujam, Yongce Li, Afshine Amidi, Sina Ghiassian, Benjamin Klein.IntroductionPicture this — you’re home after a long day at work and can’t wait to catch up on Bridgerton. You log on to Netflix, search for “Bridgerton” and land on this screen:If this sounds familiar, you already know what a synopsis is — it’s a short glimpse into what a viewer can expect to see in a show. We see two types of synopses here: a series-level synopsis describing the overarching plot, and multiple episode-level…

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