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06/29/2021
Scientific Credibility of Machine Translation Research: A Meta-Evaluation of 769 Papers
This paper presents the first large-scale meta-evaluation of machine tra...
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06/18/2021
Recurrent Stacking of Layers in Neural Networks: An Application to Neural Machine Translation
In deep neural network modeling, the most common practice is to stack a ...
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02/05/2021
Understanding Pre-Editing for Black-Box Neural Machine Translation
Pre-editing is the process of modifying the source text (ST) so that it ...
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01/29/2021
Synthesizing Monolingual Data for Neural Machine Translation
In neural machine translation (NMT), monolingual data in the target lang...
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09/20/2020
Softmax Tempering for Training Neural Machine Translation Models
Neural machine translation (NMT) models are typically trained using a so...
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02/20/2020
Balancing Cost and Benefit with Tied-Multi Transformers
We propose and evaluate a novel procedure for training multiple Transfor...
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12/26/2019
Coursera Corpus Mining and Multistage Fine-Tuning for Improving Lectures Translation
Lectures translation is a case of spoken language translation and there ...
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08/27/2019
Multi-Layer Softmaxing during Training Neural Machine Translation for Flexible Decoding with Fewer Layers
This paper proposes a novel procedure for training an encoder-decoder ba...
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07/06/2019
Exploiting Out-of-Domain Parallel Data through Multilingual Transfer Learning for Low-Resource Neural Machine Translation
This paper proposes a novel multilingual multistage fine-tuning approach...
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10/30/2018
Unsupervised Neural Machine Translation Initialized by Unsupervised Statistical Machine Translation
Recent work achieved remarkable results in training neural machine trans...
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09/19/2018
NICT's Neural and Statistical Machine Translation Systems for the WMT18 News Translation Task
This paper presents the NICT's participation to the WMT18 shared news tr...
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07/14/2018