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Títol:
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Towards the automatic classification of complex-type nominals
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Autor/a:
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Romeo, Lauren; Mendes, Sara; Bel Rafecas, Núria
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Abstract:
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Comunicació presentada a: 6th International Conference on Generative Approaches to the Lexicon, celebrada a Pisa, Itàlia, del 24 al 25 de setembre del 2013. |
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Abstract:
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The work presented here depicts experiments toward the automatic classification of complex-type nominals using distributional information. We conducted two experiments: classifying complex-type nominals as members of multiple individual lexical classes, and building a dedicated classifier for complex-type nominals, distinguishing them from simple types. We discuss the promising results obtained, with a focus on asymmetries observed and on lines to be explored in the future. |
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Abstract:
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This work was funded with the support of the SUR of the DEC of the Generalitat de Catalunya and the European Social Fund, by SKATER TIN2012-38584-C06-05 and by Fundação para a Ciência e a Tecnologia (FCT) post-doctoral fellowship SFRH/BPD/79900/2011. |
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Matèries:
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-Language Resources Automatic Acquisition
-Machine Learning
-Complex-type nominals
-Generative Lexicon |
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Drets:
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© ACL, Creative Commons Attribution 3.0 License
https://creativecommons.org/licenses/by-nc-sa/3.0/
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Tipus de document:
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Objecte de conferència
Article - Versió publicada |
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Publicat per:
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ACL (Association for Computational Linguistics)
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