Papers with Winogender schemas
Gender Bias in Coreference Resolution (N18-2)
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| Challenge: | a study of coreference resolution systems that resolve gender differences in pairs is aimed at examining implicit gender biases. |
| Approach: | They propose a Winograd schema-style set of minimal pair sentences that differ only by gender . they evaluate and confirm systematic gender bias in three publicly-available coreference resolution systems . |
| Outcome: | The proposed system resolves a male and neutral pronoun as coreferent with "The surgeon" but does not resolve the female pronounce. |