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

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

doi:10.17185/duepublico/72170

Proceedings contribution 2013 CC BY-NC-SA 3.0

published

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.

Preview

Category

Conference:: SEM 2013: The Second Joint Conference on Lexical and Computational Semantics, June 14-15, 2013 Atlanta, Georgia, USA
Date Issued:: 2013
URN:: urn:nbn:de:hbz:464-20211026-134216-6
DOI:: 10.17185/duepublico/72170
Language:: English
Type of Resource:: Text
Collection:: E-Publications
Subject categories of the Deutsche Nationalbibliografie:: 004 Data processing Computer sciences
URL:: https://www.aclweb.org/anthology/S13-2048
Hosting institution:: Faculty of Engineering, Computer Science and Applied Cognitive Science, Computer Science, Language Technology Lab
Info on primary publication:: 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