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A Consensus Approach for Annotation Projection in an Advanced Dialog Context

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Advances in Artificial Intelligence (Canadian AI 2014)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 8436))

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Abstract

Data annotation is a common way to improve the reliability of advanced dialog applications. Unfortunately, since those annotations are highly language-dependent, the universalization can become a very lenghty process. Even though some projection methods exist, most of them require a deeper level of annotation than the one used for advanced dialogs. In this paper, we present a consensus approach that exploits the specificities of a sparse annotation in order to do the data projection.

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References

  1. Bangalore, S., Murdock, V., Riccardi, G.: Bootstrapping Bilingual Data Using Consensus Translation for a Multilingual Instant Messaging System. In: Proceedings of the 19th International Conference on Computational Linguistics, pp. 1–7 (2002)

    Google Scholar 

  2. Bouillon, P., Rayner, M., Novellas, B., Nakao, Y., Santaholma, M., Starlander, M., Chatzichrisafis, N.: Une grammaire multilingue partagée pour la traduction automatique de la parole. In: Proceedings of Traitement Automatique des Langues Naturelles, pp. 155–173 (2006)

    Google Scholar 

  3. Chiang, D.: A Hierarchical Phrase-Based Model for Statistical Machine Translation. In: ACL 2005 Proceedings of the 43rd Annual Meeting on Association for Computational Linguistics, pp. 263–270 (2005)

    Google Scholar 

  4. Rebecca, H., Resnik, P., Weinberg, A., Cabezas, C., Kolak, O.: Bootstrapping Parsers via Syntactic Projection across Parallel Texts. In: Natural Language Engineering, vol. 11(3), pp. 311–325 (2004)

    Google Scholar 

  5. Kim, R., Dalrymple, M., Kaplan, R., King, T.H., Masuichi, H., Ohkuma, T.: Multilingual Grammar Development via Grammar Porting. In: Proceedings of the ESSLLI 2003 Workshop on Ideas and Strategies for Multilingual Grammar Development, pp. 49–56 (2003)

    Google Scholar 

  6. Kim, R., Jeong, M., Lee, J., Lee, G.G.: A Cross-lingual Annotation Projection Approach for Relation Detection. In: Proceedings of the 23rd International Conference on Computational Linguistics, pp. 564–571 (2010)

    Google Scholar 

  7. Koehn, P., Och, F.J., Marcu, D.: Statistical Phrase-Based Translation. In: Proceedings of the 2003 Conference of the North American Chapter of the Association for Computational Linguistics on Human Language Technology, vol. 1, pp. 48–54 (2003)

    Google Scholar 

  8. Koehn, P., Schroeder, J.: Experiments in Domain Adaptation for Statistical Machine Translation. In: Proceedings of the Second Workshop on Statistical Machine Translation, StatMT 2007, pp. 224–227 (2007)

    Google Scholar 

  9. Koehn, P., Hoang, H., Birch, A., Callison-Burch, C., Federico, M., Bertoldi, N., Cowan, B., Shen, W., Moran, C., Zens, R., Dyer, C., Bojar, O., Constantin, A., Herbst, E.: Moses: Open Source Toolkit for Statistical Machine Translation. In: Annual Meeting of the Association for Computational Linguistics, pp. 177–180 (2007)

    Google Scholar 

  10. Santaholma, M.: Linguistic Representation of Finnish in a Limited Domain Speech-to-Speech Translation System. In: Proceedings of the 10th Conference on European Association of Machine Translation, pp. 226–234 (2005)

    Google Scholar 

  11. Santaholma, M.: Multilingual Grammar Resources in Multilingual Application Development. In: Proceedings of Grammar Engineering Across Frameworks Workshop, pp. 25–32 (2008)

    Google Scholar 

  12. Tiedemann, J.: News from OPUS – A Collection of Multilingual Parallel Corpora with Tools and Interface. In: Recent Advances in Natural Language Processing, vol. V, pp. 237–248 (2009)

    Google Scholar 

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© 2014 Springer International Publishing Switzerland

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Julien, S., Langlais, P., Tremblay, R. (2014). A Consensus Approach for Annotation Projection in an Advanced Dialog Context. In: Sokolova, M., van Beek, P. (eds) Advances in Artificial Intelligence. Canadian AI 2014. Lecture Notes in Computer Science(), vol 8436. Springer, Cham. https://doi.org/10.1007/978-3-319-06483-3_14

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  • DOI: https://doi.org/10.1007/978-3-319-06483-3_14

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-06482-6

  • Online ISBN: 978-3-319-06483-3

  • eBook Packages: Computer ScienceComputer Science (R0)

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