TAILIEUCHUNG - Báo cáo khoa học: "Resolving Discourse Deictic Anaphora in Dialogues"

Most existing anaphora resolution algorithms are designed to account only for anaphors with NP-antecedents. This paper describes an algorithm for the resolution of discourse deictic anaphors, which constitute a large percentage of anaphors in spoken dialogues. The success of the resolution is dependent on the classification of all pronouns and demonstratives into individual, discourse deictic and vague anaphora. Finally, the empirical results of the application of the algorithm to a corpus of spoken dialogues are presented. spoken language cannot succeed without taking this into account. Summarised below are some issues specific to anaphora resolution in spoken dialogues (see also. | Proceedings of EACL 99 Resolving Discourse Deictic Anaphora in Dialogues Miriam Eckert Michael Strube Institute for Research in Cognitive Science University of Pennsylvania 3401 Walnut Street Suite 400A Philadelphia PA 19104 USA miriame strube @ Abstract Most existing anaphora resolution algorithms are designed to account only for anaphors with NP-antecedents. This paper describes an algorithm for the resolution of discourse deictic anaphors which constitute a large percentage of anaphors in spoken dialogues. The success of the resolution is dependent on the classification of all pronouns and demonstratives into individual discourse deictic and vague anaphora. Finally the empirical results of the application of the algorithm to a corpus of spoken dialogues are presented. 1 Introduction Most anaphora resolution algorithms are designed to deal with the co-indexing relation between anaphora and NP-antecedents. In the spoken language corpus we examined - the Switchboard corpus of telephone conversations LDC 1993 - this type of link only accounts for of all anaphoric references. Another are anaphora whose referents are not individual concrete entities but events facts and propositions . 1 We never know what they re thinking j. Thati s right. I don t trust them j maybe I guess itj s because of what happened over there with their own people how they threw them out of power. sw3241 Whilst there have been attempts to classify abstract objects and the rules governing anaphoric reference to them Webber 1991 Asher 1993 Dahl and Hellman 1995 there have been no exhaustive empirical studies using actual resolution algorithms. These have so far only been applied to written corpora. However the high frequency of absưact object anaphora in dialogues means that any attempt to resolve anaphora in spoken language cannot succeed without taking this into account. Summarised below are some issues specific to anaphora resolution in spoken dialogues .

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