Training on Synthetic Noise Improves Robustness to Natural Noise in
Machine Translation

Training on Synthetic Noise Improves Robustness to Natural Noise in Machine Translation

5 February 2019

Vladimir Karpukhin

Jacob Eisenstein

Marjan Ghazvininejad

Papers citing "Training on Synthetic Noise Improves Robustness to Natural Noise in Machine Translation"

13 / 13 papers shown

Title
Specification Overfitting in Artificial Intelligence Benjamin Roth Pedro Henrique Luz de Araujo Yuxi Xia Saskia Kaltenbrunner Christoph Korab 176 1 0 13 Mar 2024
Mining Naturally-occurring Corrections and Paraphrases from Wikipedia's Revision History Aurélien Max Guillaume Wisniewski KELM 41 78 0 25 Feb 2022
Improving Robustness of Machine Translation with Synthetic Noise Vaibhav Sumeet Singh Craig Alan Stewart Graham Neubig 49 83 0 25 Feb 2019
MTNT: A Testbed for Machine Translation of Noisy Text Paul Michel Graham Neubig 55 146 0 02 Sep 2018
Towards Robust Neural Machine Translation Yong Cheng Zhaopeng Tu Fandong Meng Junjie Zhai Yang Liu AAML 41 161 0 16 May 2018
Synthetic and Natural Noise Both Break Neural Machine Translation Yonatan Belinkov Yonatan Bisk 111 740 0 06 Nov 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 687 131,526 0 12 Jun 2017
How Robust Are Character-Based Word Embeddings in Tagging and MT Against Wrod Scramlbing or Randdm Nouse? G. Heigold G. Neumann Josef van Genabith 58 62 0 14 Apr 2017
Robsut Wrod Reocginiton via semi-Character Recurrent Neural Network Keisuke Sakaguchi Kevin Duh Matt Post Benjamin Van Durme 49 89 0 07 Aug 2016
Neural Machine Translation of Rare Words with Subword Units Rico Sennrich Barry Haddow Alexandra Birch 212 7,735 0 31 Aug 2015
Character-Aware Neural Language Models Yoon Kim Yacine Jernite David Sontag Alexander M. Rush 95 1,669 0 26 Aug 2015
Explaining and Harnessing Adversarial Examples Ian Goodfellow Jonathon Shlens Christian Szegedy AAML GAN 271 19,049 0 20 Dec 2014
Dropout Training as Adaptive Regularization Stefan Wager Sida I. Wang Percy Liang 129 599 0 04 Jul 2013