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Recognizing Partial Textual Entailment

Levy, Omer ; Zesch, Torsten ; Dagan, Ido ; Gurevych, Iryna (2013)
Recognizing Partial Textual Entailment.
Sofia, Bulgaria
Konferenzveröffentlichung, Bibliographie

Kurzbeschreibung (Abstract)

Textual entailment is an asymmetric relation between two text fragments that describes whether one fragment can be inferred from the other. It thus cannot capture the notion that the target fragment is “almost entailed” by the given text. The recently suggested idea of partial textual entailment may remedy this problem. We investigate partial entailment under the faceted entailment model and the possibility of adapting existing textual entailment methods to this setting. Indeed, our results show that these methods are useful for rec- ognizing partial entailment. We also provide a preliminary assessment of how partial entailment may be used for recognizing (complete) textual entailment.

Typ des Eintrags: Konferenzveröffentlichung
Erschienen: 2013
Autor(en): Levy, Omer ; Zesch, Torsten ; Dagan, Ido ; Gurevych, Iryna
Art des Eintrags: Bibliographie
Titel: Recognizing Partial Textual Entailment
Sprache: Englisch
Publikationsjahr: August 2013
Verlag: Association for Computational Linguistics
Buchtitel: Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (ACL 2013)
Band einer Reihe: 2
Veranstaltungsort: Sofia, Bulgaria
URL / URN: http://www.aclweb.org/anthology/P13-2080
Kurzbeschreibung (Abstract):

Textual entailment is an asymmetric relation between two text fragments that describes whether one fragment can be inferred from the other. It thus cannot capture the notion that the target fragment is “almost entailed” by the given text. The recently suggested idea of partial textual entailment may remedy this problem. We investigate partial entailment under the faceted entailment model and the possibility of adapting existing textual entailment methods to this setting. Indeed, our results show that these methods are useful for rec- ognizing partial entailment. We also provide a preliminary assessment of how partial entailment may be used for recognizing (complete) textual entailment.

Freie Schlagworte: reviewed
ID-Nummer: TUD-CS-2013-0129
Fachbereich(e)/-gebiet(e): 20 Fachbereich Informatik
20 Fachbereich Informatik > Ubiquitäre Wissensverarbeitung
Hinterlegungsdatum: 31 Dez 2016 14:29
Letzte Änderung: 24 Jan 2020 12:03
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