Freezing Subnetworks to Analyze Domain Adaptation in Neural Machine Translation

Brian Thompson, Huda Khayrallah, Antonios Anastasopoulos, Arya D. McCarthy, Kevin Duh, Rebecca Marvin, Paul McNamee, Jeremy Gwinnup, Tim Anderson, Philipp Koehn. Freezing Subnetworks to Analyze Domain Adaptation in Neural Machine Translation. In Ondrej Bojar, Rajen Chatterjee, Christian Federmann, Mark Fishel, Yvette Graham, Barry Haddow, Matthias Huck, Antonio Jimeno-Yepes, Philipp Koehn, Christof Monz, Matteo Negri, Aurélie Névéol, Mariana L. Neves, Matt Post, Lucia Specia, Marco Turchi, Karin Verspoor, editors, Proceedings of the Third Conference on Machine Translation: Research Papers, WMT 2018, Belgium, Brussels, October 31 - November 1, 2018. pages 124-132, Association for Computational Linguistics, 2018. [doi]

Abstract

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