The Defeat of the Winograd Schema Challenge

01/07/2022

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by   Vid Kocijan, et al.

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The Winograd Schema Challenge – a set of twin sentences involving pronoun reference disambiguation that seem to require the use of commonsense knowledge – was proposed by Hector Levesque in 2011. By 2019, a number of AI systems, based on large pre-trained transformer-based language models and fine-tuned on these kinds of problems, achieved better than 90 review the history of the Winograd Schema Challenge and assess its significance.