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04/01/2022
CipherDAug: Ciphertext based Data Augmentation for Neural Machine Translation
We propose a novel data-augmentation technique for neural machine transl...
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04/07/2021
Better Neural Machine Translation by Extracting Linguistic Information from BERT
Adding linguistic information (syntax or semantics) to neural machine tr...
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09/30/2019
Interrogating the Explanatory Power of Attention in Neural Machine Translation
Attention models have become a crucial component in neural machine trans...
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09/17/2019
Pointer-based Fusion of Bilingual Lexicons into Neural Machine Translation
Neural machine translation (NMT) systems require large amounts of high q...
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09/06/2018
Top-down Tree Structured Decoding with Syntactic Connections for Neural Machine Translation and Parsing
The addition of syntax-aware decoding in Neural Machine Translation (NMT...
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04/16/2015
Non-Uniform Stochastic Average Gradient Method for Training Conditional Random Fields
We apply stochastic average gradient (SAG) algorithms for training condi...
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06/20/2012