Papers › Recognition of They/Them as Singular Personal Pronouns in Coreference Resolution

Recognition of They/Them as Singular Personal Pronouns in Coreference Resolution

1 Jul 2022NAACL 2022 7archive 2025-07-28

Connor Baumler, Rachel Rudinger

As using they/them as personal pronouns becomes increasingly common in English, it is important that coreference resolution systems work as well for individuals who use personal “they” as they do for those who use gendered personal pronouns. We introduce a new benchmark for coreference resolution systems which evaluates singular personal “they” recognition. Using these WinoNB schemas, we evaluate a number of publicly available coreference resolution systems and confirm their bias toward resolving “they” pronouns as plural.

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