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We observe an instance of gender-induced bias in a downstream application,despite the absence of explicit gender words in the test cases. We provide atest set, SoWinoBias, for the purpose of measuring such latent gender bias incoreference resolution systems. We evaluate the performance of currentdebiasing methods on the SoWinoBias test set, especially in reference to themethod's design and altered embedding space properties. Seehttps://github.com/hillarydawkins/SoWinoBias.

Second Order WinoBias (SoWinoBias) Test Set for Latent Gender Bias Detection in Coreference Resolution