TIAD 2019 Shared Task: Leveraging knowledge graphs with neural machine translation for automatic multilingual dictionary generation
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Date
2019-04-20Author
Torregrosa, Daniel
Arcan, Mihael
Ahmadi, Sina
McCrae, John P.
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Torregrosa, Daniel, Arcan, Mihael, Ahmadi, Sina, & McCrae, John P. (2019). TIAD 2019 Shared Task: Leveraging knowledge graphs with neural machine translation for automatic multilingual dictionary generation. Paper presented at the Translation Inference Across Dictionaries Workshop (TIAD 2019), Leipzig, Germany, 20-23 May, doi:10.13025/S8134B
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Abstract
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.