UKP-BIU: Similarity and Entailment Metrics for Student Response Analysis

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

doi:10.17185/duepublico/72170

Tagungsbeitrag 2013 CC BY-NC-SA 3.0

Veröffentlicht

UKP-BIU: Similarity and Entailment Metrics for Student Response Analysis

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

Our system combines text similarity measures with a textual entailment system. In the main task, we focused on the influence of lexicalized versus unlexicalized features, and how they affect performance on unseen questions and domains. We also participated in the pilot partial entailment task, where our system significantly outperforms a strong baseline.

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Einordnung

Konferenz:: SEM 2013: The Second Joint Conference on Lexical and Computational Semantics, June 14-15, 2013 Atlanta, Georgia, USA
Datum der Veröffentlichung:: 2013
URN:: urn:nbn:de:hbz:464-20211026-134216-6
DOI:: 10.17185/duepublico/72170
Sprache:: Englisch
Ressourcentyp:: Text
Kollektion:: E-Publikationen
Sachgruppen der Deutschen Nationalbibliographie:: 004 Informatik
Link URL:: https://www.aclweb.org/anthology/S13-2048
Einrichtung:: Fakultät für Ingenieurwissenschaften, Informatik und Angewandte Kognitionswissenschaft, Informatik, Sprachtechnologie
Informationen zur Erstveröffentlichung:: Zesch, T., Levy, O., Gurevych, I., Dagan, I. (2013) UKP-BIU: Similarity and Entailment Metrics for Student Response Analysis. In: Second Joint Conference on Lexical and Computational Semantics (*SEM), Volume 2 : Proceedings of the Seventh International Workshop on Semantic Evaluation (SemEval 2013), pp. 285-289. Association for Computational Linguistics. https://www.aclweb.org/anthology/S13-2048