Anaphora Resolution: Theory and Practice

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Overview of the AlgorithmA-/I-IncompatibleA-/I-IncompatibleynynI-/DDProindividual antecedent?I-/DDDemdiscourse-deictic antecedent?ynynIProdiscourse-deictic antecedent?DDDemindividual antecedent?ynynDDProVagProIDemVagDem
The Algorithm: Switchboard sw311728- I B.18 And [she ended up going to the University of Oklahoma].-28 A A.19 Uh-huh.S: [DAUGHTER: she, U. OF OKLA.: U. of Okla.]29-29 I B.20 I can say that because it was a big well known school,S: [U. OF OKLA.: it]A: [SHE ENDED UP . . . : that]30-30 I it had a well known education –S: [U. OF OKLA.: it, EDUCATION: education]
Page 1 and 2: Anaphora Resolution:Theory and Prac
Page 3 and 4: Anaphora Resolution:orTheory and Pr
Page 5 and 6: A Few Questions• How do insights
Page 7 and 8: Never Look Back: An Alternative to
Page 9 and 10: NLB: The Algorithm1. If a referring
Page 11 and 12: NLB: Results• results obtained by
Page 13 and 14: Application: Anaphora Resolution in
Page 15 and 16: Anaphora Resolution in Spoken Dialo
Page 17 and 18: Types of Anaphora II: Discourse-Dei
Page 19 and 20: Types of Anaphora IV: Inferrable-Ev
Page 21 and 22: Proposal for Pronoun Resolution in
Page 23: I-Incompatible (*I)x is an anaphor
Page 27 and 28: Problems with These Approaches• o
Page 29 and 30: Application: Anaphora Resolution in
Page 31 and 32: NP-level FeaturesDocument level fea
Page 33 and 34: Different Results for Different Typ
Page 35 and 36: Low Amount of Training Data for Pro
Page 37 and 38: Application: Pronoun Resolution for
Page 39 and 40: Data: Corpus• 20 randomly chosen
Page 41 and 42: Data: Distribution of Agreement Fea
Page 43 and 44: Features• NP-level features;• c
Page 45 and 46: Coreference-level Features11. agree
Page 47 and 48: Experimental SetupAnnotated CorpusC
Page 49 and 50: Iterative Procedure(similar to wrap
Page 51 and 52: Results: 3ncorrect found total foun
Page 53 and 54: Results: Combinedcorrect found tota
Page 55 and 56: Conclusions: ML for Pronoun Resolut
Page 57 and 58: Conclusions IIHowever,• I used di
Page 59: Further Information (Papers, Annota

Anaphora Resolution: Theory and Practice

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