Anaphora Resolution: Theory and Practice

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NP-level Features1. ante gram func grammatical function of antecedent2. ante npform form of antecedent3. ante agree person, gender, number4. ante case grammatical case of antecedent5. ante s depth the level of embedding in a sentence6. ana gram func grammatical function of anaphor7. ana npform form of anaphor8. ana agree person, gender, number9. ana case grammatical case of anaphor10. ana s depth the level of embedding in a sentence
Coreference-level Features11. agree comp compatibility in agreement between anaphor and antecedent12. npform comp compatibilty in NP form between anaphor and antecedent13. wdist distance between anaphor and antecedent in words14. mdist distance between anaphor and antecedent in markables15. sdist distance between anaphor and antecedent in sentences16. syn par anaphor and antecedent have the same grammatical function (yes, no)
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: Features• NP-level features;• c
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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