A Human-Machine Collaboration Framework for the Development of Schemas

The Winograd Schema Challenge (WSC), a seemingly well-thought-out test for machine intelligence, has been proposed to shed light on developing systems that exhibit human behavior. Since its introduction, it aimed to pivot the focus of the AI community from the technology to the science of AI. While common and trivial for humans, studies show that it is still challenging for machines, especially when they have to deal with novel schemas, that is, well-designed sentences that require the resolving of definite …

ai community behavior challenge collaboration community cs.ai cs.cl cs.hc development focus framework human intelligence introduction light machine machine intelligence pivot schema science systems technology test thought