Data Scaling Laws in NMT: The Effect of Noise and Architecture

Yamini Bansal, Behrooz Ghorbani, Ankush Garg, Biao Zhang, Colin Cherry, Behnam Neyshabur, Orhan Firat. Data Scaling Laws in NMT: The Effect of Noise and Architecture. In Kamalika Chaudhuri, Stefanie Jegelka, Le Song, Csaba Szepesvári, Gang Niu 0001, Sivan Sabato, editors, International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA. Volume 162 of Proceedings of Machine Learning Research, pages 1466-1482, PMLR, 2022. [doi]

Authors

Yamini Bansal

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Behrooz Ghorbani

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Ankush Garg

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Biao Zhang

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Colin Cherry

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Behnam Neyshabur

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Orhan Firat

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