Recognizing Partial Textual Entailment

Levy, Omer; Zesch, Torsten; Dagan, Ido; Gurevych, Iryna

doi:10.17185/duepublico/72168

Tagungsbeitrag 2013 CC BY-NC-SA 3.0

Veröffentlicht

Recognizing Partial Textual Entailment

Levy, Omer; Zesch, Torsten ; Dagan, Ido ; Gurevych, Iryna

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 recognizing partial entailment. We also provide a preliminary assessment of how partial entailment may be used for recognizing (complete) textual entailment.

Vorschau

Einordnung

Konferenz:: 51st Annual Meeting of the Association for Computational Linguistics, August 4-9, 2013 Sofia, Bulgaria
Datum der Veröffentlichung:: 2013
URN:: urn:nbn:de:hbz:464-20211026-132345-2
DOI:: 10.17185/duepublico/72168
Sprache:: Englisch
Ressourcentyp:: Text
Kollektion:: E-Publikationen
Sachgruppen der Deutschen Nationalbibliographie:: 004 Informatik
Link URL:: https://www.aclweb.org/anthology/P13-2080
Einrichtung:: Fakultät für Ingenieurwissenschaften, Informatik und Angewandte Kognitionswissenschaft, Informatik, Sprachtechnologie
Informationen zur Erstveröffentlichung:: Levy, O., Zesch, T., Dagan, I., Gurevych, I. (2013). Recognizing Partial Textual Entailment. In: Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, Volume 2: Short Papers, pp. 451-455. Association for Computational Linguistics. https://www.aclweb.org/anthology/P13-2080