TIAD 2019 shared task: Leveraging knowledge graphs with neural machine translation for automatic multilingual dictionary generation

• Daniel Torregrosa ^[1] ; Mihael Arcan ^[1] ; Sina Ahmadi ^[1] ; John P. McCrae ^[1]
  1. [1] National University of Ireland

     National University of Ireland

     Irlanda

     
• Localización: Proceedings of TIAD-2019 Shared Task – Translation Inference Across Dictionaries co-located with the 2nd Language, Data and Knowledge Conference (LDK 2019): Leipzig, Germany, May 20, 2019 / Jorge Gracia (ed. lit.), Besim Kabashi (ed. lit.), Ilan Kernerman (ed. lit.), 2019, págs. 24-31
• Idioma: inglés
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• Resumen

  • This paper describes the different proposed approaches to the TIAD 2019 Shared Task, which consisted in the automatic discovery and generation of dictionaries leveraging multilingual knowledge bases. We present three methods based on graph analysis and neural machine translation and show that we can generate translations without parallel data.