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Pronoun disambiguation in understanding text and discourse often requires theapplication of both general pragmatic knowledge and context-specificinformation. In AI and linguistics research, this has mostly been studied incases where the referent is explicitly stated in the preceding text nearby.However, pronouns in natural text often refer to entities, collections, orevents that are only implicitly mentioned previously; in those cases the needto use pragmatic knowledge to disambiguate becomes much more acute and thecharacterization of the knowledge becomes much more difficult. Extendedliterary texts at times employ both extremely complex patterns of reference andextremely rich and subtle forms of knowledge. Indeed, it is occasionallypossible to have a pronoun that is far separated from its referent in a text.In the opposite direction, pronoun use is affected by considerations of focusof attention and by formal constraints such as a preference for parallelsyntactic structures; these can be so strong that no pragmatic knowledgesuffices to overrule them.

Pragmatic constraints and pronoun reference disambiguation: the possible and the impossible