A Computational Analysis of Natural Languages to Build a Sentence Structure Aware Artificial Neural Network

June 13, 2019 ยท Declared Dead ยท ๐Ÿ› arXiv.org

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Authors Alberto Calderone arXiv ID 1906.05491 Category cs.CL: Computation & Language Citations 0 Venue arXiv.org Last Checked 6 months ago
Abstract
Natural languages are complexly structured entities. They exhibit characterising regularities that can be exploited to link them one another. In this work, I compare two morphological aspects of languages: Written Patterns and Sentence Structure. I show how languages spontaneously group by similarity in both analyses and derive an average language distance. Finally, exploiting Sentence Structure I developed an Artificial Neural Network capable of distinguishing languages suggesting that not only word roots but also grammatical sentence structure is a characterising trait which alone suffice to identify them.
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