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Linguistic Properties of Coreference

These properties are often used to aid coreference resolution:

  • Number Agreement
  • Person Agreement
  • Gender/Noun Class Agreement
  • Binding Theory -> mentions within the same sentence typically require a reflexive pronoun such as himself to corefer
  • Recency -> mentions are more likely to corefer with more recent utterances that older ones
  • Grammatical role -> Entities mentioned in subject position are more salient than those in object position, which are in turn more salient than those mentioned in oblique positions
  • Verb semantics -> semantic meaning of verbs can help bias the interpretation of subsequent pronouns

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Updated 2022-06-17

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Data Science