Antonio Valerio Miceli Barone
5 papers in the PaperMetrix corpus
Papers by this author
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A parallel corpus of Python functions and documentation strings for automated code documentation and code generation
2017 · arXiv (Cornell University)
Automated documentation of programming source code and automated code generation from natural language are challenging tasks of both practical and scientific interest. Progress in these areas has been limited by the low availability of parallel …
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Survey of Low-Resource Machine Translation
2021 · arXiv (Cornell University)
We present a survey covering the state of the art in low-resource machine translation research. There are currently around 7000 languages spoken in the world and almost all language pairs lack significant resources for training …
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Nematus: a Toolkit for Neural Machine Translation
2017
Rico Sennrich, Orhan Firat, Kyunghyun Cho, Alexandra Birch, Barry Haddow, Julian Hitschler, Marcin Junczys-Dowmunt, Samuel Läubli, Antonio Valerio Miceli Barone, Jozef Mokry, Maria Nădejde. Proceedings of the Software Demonstrations of the 15th Conference of the …
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The University of Edinburgh's Neural MT Systems for WMT17
2017
Rico Sennrich, Alexandra Birch, Anna Currey, Ulrich Germann, Barry Haddow, Kenneth Heafield, Antonio Valerio Miceli Barone, Philip Williams. Proceedings of the Second Conference on Machine Translation. 2017.
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Copied Monolingual Data Improves Low-Resource Neural Machine Translation
2017
We train a neural machine translation (NMT) system to both translate sourcelanguage text and copy target-language text, thereby exploiting monolingual corpora in the target language. Specifically, we create a bitext from the monolingual text in …