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A Three-Dimensional Paradigm for Conceptually Scoped Language Technology

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Towards the Multilingual Semantic Web

Abstract

Language technology is used increasingly for providing speech- and text-based interfaces to existing applications and services. However, a number of characteristics of today’s language technology make it hard to be adopted by non-linguistically skilled developers. In this chapter, we propose a paradigm that conceptually scopes the coverage of the language technology that is adopted into existing applications. It is backed by a three-dimensional approach to modularization of resources that decouples the domains, tasks and languages that need to be supported. We present an implementation of this paradigm based on the ontology-lexicon format lemon and Grammatical Framework (GF), and show how the proposed modularity facilitates low impact adoption, through sharing and reuse of technology components and lexical resources on the web.

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Notes

  1. 1.

    https://sites.google.com/site/portdial2/.

  2. 2.

    https://bitbucket.org/chru/lemongrass.

  3. 3.

    http://linguistics.okfn.org/resources/llod/.

References

  • Angelov, K., & Enache, R. (2012). Typeful ontologies with direct multilingual verbalization. In M. Rosner & N. E. Fuchs (Eds.), Controlled natural language. Lecture Notes in Computer Science (Vol. 7175, pp. 1–20). New York: Springer.

    Google Scholar 

  • Chiarcos, C., Nordhoff, S., & Hellmann, S. (Eds.). (2012). Linked data in linguistics: Representing and connecting language data and language metadata. New York: Springer.

    Google Scholar 

  • Davis, B., Badra, F., Buitelaar, P., Wunner, T., & Handschuh, S. (2011). Squeezing lemon with GATE. In Proceedings of the 2nd International Workshop on the Multilingual Semantic Web (MSW 2011), Workshop at the 10th International Semantic Web Conference (ISWC 2011).

    Google Scholar 

  • Gatius, M., & Rodríguez, H. (1996). A domain-restricted task-guided natural language interface generator. In Proceedings of the Second Edition of the Workshop Flexible Query Answering Systems (FQAS’96).

    Google Scholar 

  • Guarino, N. (1997). Understanding, building and using ontologies. International Journal of Human-Computer Studies, 46(2–3), 293–310.

    Article  Google Scholar 

  • Kaljurand, K., & Alumäe, T. (2012). Controlled natural language in speech recognition based user interfaces. In Controlled natural language. Lecture Notes in Computer Science (Vol. ;7427, pp. 79–94). New York: Springer.

    Google Scholar 

  • Martins, A. F., & de Almeida Falbo, R. (2008). Models for representing task ontologies. In F. Freitas, H. Stuckenschmidt, S. Pinto, A. Malucelli, & O. Corcho (Eds.), Proceedings of the 3rd Workshop on Ontologies and Their Applications (WONTO 2008).

    Google Scholar 

  • McCrae, J., de Cea, G. A., Buitelaar, P., Cimiano, P., Declerck, T., Gómez-Pérez, A., et al. (2012). Interchanging lexical resources on the Semantic Web. Language Resources and Evaluation, 46(4), 701–719.

    Article  Google Scholar 

  • McCrae, J., Espinoza, M., Montiel-Ponsoda, E., Aguado-de Cea, G., & Cimiano, P. (2011). Combining statistical and semantic approaches to the translation of ontologies and taxonomies. In Proceedings of the Fifth Workshop on Syntax, Structure and Semantics in Statistical Translation (SSST-5) (pp. 116–125).

    Google Scholar 

  • McCrae, J., & Unger, C. (2014). Design patterns for engineering the ontology-lexicon interface. In P. Buitelaar & P. Cimiano (Eds.), Towards the multilingual semantic web: Principles, methods and applications. Heidelberg: Springer. doi:10.1007/978-3-662-43585-4.

    Google Scholar 

  • McGuinness, D., & Van Harmelen, F. (2004). OWL web ontology language overview. W3C Recommendation, 10, 2004–03. http://www.w3.org/TR/owl-features/

  • Mejía, M. E., Montiel-Ponsoda, E., & Gómez-Pérez, A. (2009). Ontology localization. In Proceedings of the Fifth International Conference on Knowledge Capture (K-CAP 2009) (pp. 33–40).

    Google Scholar 

  • Mizoguchi, R., Tijerino, Y., & Ikeda, M. (1995). Task analysis interview based on task ontology. Expert Systems with Applications, 9(1), 15–25.

    Article  Google Scholar 

  • Montiel-Ponsoda, E., Aguado de Cea, G., Gómez-Pérez, A., & Peters, W. (2008). Modelling multilinguality in ontologies. In Proceedings of the 22nd International Conference on Computational Linguistics (COLING) (pp. 67–70).

    Google Scholar 

  • Murakami, Y., Lin, D., & Ishida, T. (2014). Service oriented architecture for interoperability of multi-language services. In P. Buitelaar & P. Cimiano (Eds.), Towards the multilingual semantic web: Principles, methods and applications. Heidelberg: Springer. doi:10.1007/978-3-662-43585-4.

    Google Scholar 

  • Navigli, R., & Ponzetto, S. P. (2012). BabelNet: The automatic construction, evaluation and application of a wide-coverage multilingual semantic network. Artificial Intelligence, 193, 217–250.

    Article  MATH  MathSciNet  Google Scholar 

  • Nirenburg, S., & Raskin, V. (2004). Ontological semantics. Cambridge: MIT Press.

    Google Scholar 

  • PortDial Consortium. (2013). D2.1 Free Data Deliverable. https://sites.google.com/site/portdial2/deliverables-publications/free-data-deliverable.

  • Ranta, A. (2011). Grammatical framework: Programming with multilingual grammars. Stanford: CSLI Publications.

    Google Scholar 

  • Reymonet, A., Thomas, J., & Aussenac-Gilles, N. (2007). Modelling ontological and terminological resources in OWL DL. In Proceedings of the OntoLex07 Workshop at the 6th International Semantic Web Conference (ISWC 2007).

    Google Scholar 

  • Spreeuwenberg, S., & Healy, K. A. (2010). SBVR’s approach to controlled natural language. In Proceedings of the Workshop on Controlled Natural Language (CNL 2009) (pp. 155–169).

    Google Scholar 

  • Spreeuwenberg, S., van Grondelle, J., Heller, R., & Grijzen, G. (2012). Using CNL techniques and pattern sentences to involve domain experts in modeling. In Proceedings of the Workshop on Controlled Natural Language (CNL 2010) (pp. 175–193).

    Google Scholar 

  • van Grondelle, J., & Gülpers, M. (2011). Specifying flexible business processes using pre and post conditions. In Practice of enterprise modeling. Lecture Notes in Business Information Processing (Vol. 92, pp. ;38–51). Heidelberg: Springer.

    Google Scholar 

  • Walter, S., Unger, C., & Cimiano, P. (2013). A corpus-based approach for the induction of ontology lexica. In Proceedings of the 18th International Conference on Application of Natural Language to Information Systems (NLDB 2013).

    Google Scholar 

  • Wróblewska, A., Protaziuk, G., Bembenik, R., & Podsiadły-Marczykowska, T. (2012). LEXO: A lexical layer for ontologies—design and building scenarios. Studia Informatica, 33(2B), 173–186. http://studiainformatica.polsl.pl/index.php/SI/article/view/183.

  • Zue, V. W., & Glass, J. R. (2000). Conversational interfaces: Advances and challenges. IEEE Special Issue on Spoken Language Processing, 88(8), 1166–1180.

    Google Scholar 

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Acknowledgements

This work was partially funded in the EU projects PortDial (FP7-296170), Monnet (FP7-248458) and MOLTO (FP7-247914). We also want to thank the organizers of the Dagstuhl seminar, where many of the ideas in this chapter took form, especially Philipp Cimiano for numerous invaluable discussions. We are also indebted to Aarne Ranta, Jouri Fledderman and Frank Smit.

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Correspondence to Jeroen van Grondelle .

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van Grondelle, J., Unger, C. (2014). A Three-Dimensional Paradigm for Conceptually Scoped Language Technology. In: Buitelaar, P., Cimiano, P. (eds) Towards the Multilingual Semantic Web. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-662-43585-4_5

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  • DOI: https://doi.org/10.1007/978-3-662-43585-4_5

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