Improved statistical alignment models
ACL '00 Proceedings of the 38th Annual Meeting on Association for Computational Linguistics
Moses: open source toolkit for statistical machine translation
ACL '07 Proceedings of the 45th Annual Meeting of the ACL on Interactive Poster and Demonstration Sessions
Towards cross-lingual textual entailment
HLT '10 Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
CSLDAMT '10 Proceedings of the NAACL HLT 2010 Workshop on Creating Speech and Language Data with Amazon's Mechanical Turk
LIBSVM: A library for support vector machines
ACM Transactions on Intelligent Systems and Technology (TIST)
Using bilingual parallel corpora for cross-lingual textual entailment
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
Divide and conquer: crowdsourcing the creation of cross-lingual textual entailment corpora
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Semeval-2012 task 8: cross-lingual textual entailment for content synchronization
SemEval '12 Proceedings of the First Joint Conference on Lexical and Computational Semantics - Volume 1: Proceedings of the main conference and the shared task, and Volume 2: Proceedings of the Sixth International Workshop on Semantic Evaluation
Detecting semantic equivalence and information disparity in cross-lingual documents
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Short Papers - Volume 2
Match without a referee: evaluating MT adequacy without reference translations
WMT '12 Proceedings of the Seventh Workshop on Statistical Machine Translation
Semeval-2012 task 8: cross-lingual textual entailment for content synchronization
SemEval '12 Proceedings of the First Joint Conference on Lexical and Computational Semantics - Volume 1: Proceedings of the main conference and the shared task, and Volume 2: Proceedings of the Sixth International Workshop on Semantic Evaluation
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This paper overviews FBK's participation in the Cross-Lingual Textual Entailment for Content Synchronization task organized within SemEval-2012. Our participation is characterized by using cross-lingual matching features extracted from lexical and semantic phrase tables and dependency relations. The features are used for multi-class and binary classification using SVMs. Using a combination of lexical, syntactic, and semantic features to create a cross-lingual textual entailment system, we report on experiments over the provided dataset. Our best run achieved an accuracy of 50.4% on the Spanish-English dataset (with the average score and the median system respectively achieving 40.7% and 34.6%), demonstrating the effectiveness of a "pure" cross-lingual approach that avoids intermediate translations.