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DEBORA: Dependency-Based Method for Extracting Entity-Relationship Triples from Open-Domain Texts in Polish

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Foundations of Intelligent Systems (ISMIS 2012)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 7661))

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Abstract

This paper describes DEBORA – a dependency-based approach to the extraction of relations between named entities from Polish open-domain texts. The presented method designed for the purpose of the conducted experiment is adapted to morpho-syntactic properties of Polish. Results show that the method is applicable for Polish, even if there is a room for improvement. The extraction approach may be applied to the problem of graphical entity summarisation.

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References

  1. Acedański, S.: A Morphosyntactic Brill Tagger for Inflectional Languages. In: Loftsson, H., Rögnvaldsson, E., Helgadóttir, S. (eds.) IceTAL 2010. LNCS, vol. 6233, pp. 3–14. Springer, Heidelberg (2010)

    Chapter  Google Scholar 

  2. Banko, M., Cafarella, M., Soderland, S., Broadhead, M., Etzioni, O.: Open information extraction from the web. In: Proceedings of the 20th International Joint Conference on Artifical Intelligence, pp. 2670–2676 (2007)

    Google Scholar 

  3. Brin, S.: Extracting Patterns and Relations from the World Wide Web. In: Atzeni, P., Mendelzon, A.O., Mecca, G. (eds.) WebDB 1998. LNCS, vol. 1590, pp. 172–183. Springer, Heidelberg (1999)

    Chapter  Google Scholar 

  4. Cafarella, M.J., Downey, D., Soderland, S., Etzioni, O.: KnowItNow: Fast, Scalable Information Extraction from the Web. In: Proceedings of Human Language Technology Conference and Conference on Empirical Methods in Natural Language Processing (HLT/EMNLP), pp. 563–570. Association for Computational Linguistics (2005)

    Google Scholar 

  5. Etzioni, O., Fader, A., Christensen, J., Soderland, S., Mausam: Open Information Extraction: The Second Generation. In: Proceedings of the Twenty-Second International Joint Conference on Artificial Intelligence, pp. 3–10 (2011)

    Google Scholar 

  6. Korpus Rzeczpospolitej. Corpus of articles published in the Polish newspaper Rzeczpospolita, http://www.cs.put.poznan.pl/dweiss/rzeczpospolita

  7. Savary, A., Waszczuk, J.: Narzędzia do anotacji jednostek nazewniczych. In: Przepiórkowski, A., Bańko, M., Górski, R.L., Lewandowska-Tomaszczyk, B. (eds.) Narodowy Korpus Języka Polskiego. Wydawnictwo Naukowe PWN, Warszawa (2012)

    Google Scholar 

  8. Sydow, M., Pikuła, M., Schenkel, R.: To Diversify or Not to Diversify Entity Summaries on RDF Knowledge Graphs? In: Kryszkiewicz, M., Rybinski, H., Skowron, A., Raś, Z.W. (eds.) ISMIS 2011. LNCS (LNAI), vol. 6804, pp. 490–500. Springer, Heidelberg (2011)

    Chapter  Google Scholar 

  9. Wróblewska, A.: Polish Dependency Bank. Linguistic Issues in Language Technology 7(1) (2012), http://elanguage.net/journals/index.php/lilt/article/view/2684

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Wróblewska, A., Sydow, M. (2012). DEBORA: Dependency-Based Method for Extracting Entity-Relationship Triples from Open-Domain Texts in Polish. In: Chen, L., Felfernig, A., Liu, J., Raś, Z.W. (eds) Foundations of Intelligent Systems. ISMIS 2012. Lecture Notes in Computer Science(), vol 7661. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-34624-8_19

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  • DOI: https://doi.org/10.1007/978-3-642-34624-8_19

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-34623-1

  • Online ISBN: 978-3-642-34624-8

  • eBook Packages: Computer ScienceComputer Science (R0)

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