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  An Extensible Probabilistic Transformation-based Approach to the Third Recognizing Textual Entailment Challenge

Harmeling, S. (2007). An Extensible Probabilistic Transformation-based Approach to the Third Recognizing Textual Entailment Challenge. In ACL-PASCAL Workshop on Textual Entailment and Paraphrasing (TextEntail 2007) (pp. 137-142).

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Item Permalink: https://hdl.handle.net/11858/00-001M-0000-0013-CD59-4 Version Permalink: https://hdl.handle.net/11858/00-001M-0000-0013-CD5A-2
Genre: Conference Paper

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Harmeling, S1, Author           
Affiliations:
1Department Empirical Inference, Max Planck Institute for Biological Cybernetics, Max Planck Society, ou_1497795              

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 Abstract: We introduce a system for textual entailment that is based on a probabilistic model of entailment. The model is defined using some calculus of transformations on dependency trees, which is characterized by the fact that derivations in that calculus preserve the truth only with a certain probability. We also describe a possible set of transformations (and with it implicitly a calculus) that was successfully applied to the RTE3 challenge data. However, our system can be improved in many ways and we see it as the starting point for a promising new approach to textual entailment.

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 Dates: 2007-06
 Publication Status: Issued
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 Identifiers: URI: http://ufal.mff.cuni.cz/acl2007/workshops/program/index.php/ws09
BibTex Citekey: 6345
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Title: ACL-PASCAL Workshop on Textual Entailment and Paraphrasing (TextEntail 2007)
Place of Event: Praha, Czech Republic
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Title: ACL-PASCAL Workshop on Textual Entailment and Paraphrasing (TextEntail 2007)
Source Genre: Proceedings
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Pages: - Volume / Issue: - Sequence Number: - Start / End Page: 137 - 142 Identifier: -