Anaphora Resolution: Theory and Practice

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Results: 3mfcorrect found total found total correctbaseline, features 1-16 120 150 1250plus mdist 3mf3p 121 153 1250precision recall f-measurebaseline, features 1-16 80.00 9.60 17.14plus mdist 3mf3p 79.08 9.68 17.25
Results: 3ncorrect found total found total correctbaseline, features 1-16 109 235 1250plus none 97 232 1250plus ante exp type 137 359 1250plus wdist ic 154 389 1250plus ante tfidf 158 391 1250precision recall f-measurebaseline, features 1-16 46.38 8.72 14.68plus none 41.81 7.76 13.09plus ante exp type 38.16 10.96 17.03plus wdist ic 39.59 12.32 18.79plus ante tfidf 40.41 12.64 19.26
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 and 24: I-Incompatible (*I)x is an anaphor
Page 25 and 26: The Algorithm: Switchboard sw311728
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: Iterative Procedure(similar to wrap
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

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