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EnglishThis 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.
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| Titolo: | FBK: Cross-Lingual Textual Entailment Without Translation |
| Autori: | |
| Data di pubblicazione: | 2012 |
| Abstract: | 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. |
| Handle: | http://hdl.handle.net/11582/85001 |
| Appare nelle tipologie: | 4.1 Contributo in Atti di convegno |
File in questo prodotto:
| File | Descrizione | Tipologia | Licenza | |
|---|---|---|---|---|
| Semeval-2012-task8-participation.pdf | Documento in Post-print | DRM non definito | Utenti riconosciuti Richiedi una copia |
http://hdl.handle.net/11582/85001
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