Pronoun Reference

A pronoun often refers to the first preceding noun phrase that agrees with it in number and gender -- but not always.

Charniak: no simple-minded syntactic algorithm will work for pronoun reference.

The city council denied the demonstrators a permit because they feared violence.

The city council denied the demonstrators a permit because they advocated violence.[Winograd, T., Understanding Natural Language, Academic Press, 1972.]

Deep semantics is required to resolve such cases.

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