WinoBias
Introduced by Zhao et al. in Gender Bias in Coreference Resolution: Evaluation and Debiasing Methods
WinoBias contains 3,160 sentences, split equally for development and test, created by researchers familiar with the project. Sentences were created to follow two prototypical templates but annotators were encouraged to come up with scenarios where entities could be interacting in plausible ways. Templates were selected to be challenging and designed to cover cases requiring semantics and syntax separately.
Source: WinoBiasPapers
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