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Semantic Approach to Identity in Coreference Resolution Task

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Book cover KI 2012: Advances in Artificial Intelligence (KI 2012)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 7526))

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Abstract

It has been recently discussed in linguistics that the notion of identity in the task of coreference resolution is of continuous nature, ranging from “complete” identity to non-identity. The current paper confronts this idea with experimental data for Polish, resulting in a new approach to the notion of identity. It extends the definition of coreference with speaker/recipient relation, believed to be valid for all languages, and explains the near-identity with lexical and conceptual means. The theory is supported with Polish-English examples presenting difficulties in coreference interpretation.

The work reported here was carried out within the Computer-based methods for coreference resolution in Polish texts (CORE) project financed by the Polish National Science Centre (contract number 6505/B/T02/2011/40).

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References

  1. Recasens, M., Hovy, E., Marti, M.A.: A Typology of Near-Identity Relations for Coreference (NIDENT). In: Calzolari, N., Choukri, K., Maegaard, B., Mariani, J., Odijk, J., Piperidis, S., Rosner, M., Tapias, D. (eds.) Proceedings of the Seventh International Conference on Language Resources and Evaluation, LREC 2010, Valletta, Malta. European Language Resources Association, ELRA (2010)

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  2. Recasens, M., Hovy, E., Marti, M.A.: Identity, non-identity, and near-identity: Addressing the complexity of coreference. Lingua 121(6), 1138–1152 (2011)

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  3. Fauconnier, G., Turner, M.: The Way We Think: Conceptual Blending and the Mind’s Hidden Complexities. Basic Books (2002)

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© 2012 Springer-Verlag Berlin Heidelberg

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Ogrodniczuk, M., Zawisławska, M. (2012). Semantic Approach to Identity in Coreference Resolution Task. In: Glimm, B., Krüger, A. (eds) KI 2012: Advances in Artificial Intelligence. KI 2012. Lecture Notes in Computer Science(), vol 7526. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-33347-7_23

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  • DOI: https://doi.org/10.1007/978-3-642-33347-7_23

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-33346-0

  • Online ISBN: 978-3-642-33347-7

  • eBook Packages: Computer ScienceComputer Science (R0)

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