WMT14 English French

task ID: wmt14englishfrench

Related Papers

Deep Recurrent Models with Fast-Forward Connections for Neural Machine Translation

Authors: nan

Publication: TIPSTER (2016)

DOI: nan

AbstractNeural machine translation (NMT) aims at solving machine translation (MT) problems using neural networks and has exhibited promising results in recent years. However, most of the existing NMT models are …...

27084

Deep Neural Machine Translation with Linear Associative Unit

Authors: nan

Publication: TIPSTER (2017)

DOI: nan

AbstractDeep Neural Networks (DNNs) have provably enhanced the state-of-the-art Neural Machine Translation (NMT) with its capability in modeling complex functions and capturing complex linguistic structures. However NMT with deep architecture …...

40100

A Multilingual View of Unsupervised Machine Translation

Authors: nan

Publication: TIPSTER (2020)

DOI: nan

AbstractWe present a probabilistic framework for multilingual neural machine translation that encompasses supervised and unsupervised setups, focusing on unsupervised translation. In addition to studying the vanilla case where there is …...

32197

Shallow-to-Deep Training for Neural Machine Translation

Authors: nan

Publication: TIPSTER (2020)

DOI: nan

AbstractDeep encoders have been proven to be effective in improving neural machine translation (NMT) systems, but training an extremely deep encoder is time consuming. Moreover, why deep models help NMT …...

31097

Memory-Efficient Differentiable Transformer Architecture Search

Authors: nan

Publication: TIPSTER (2021)

DOI: nan

Differentiable architecture search (DARTS) is successfully applied in many vision tasks. However, directly using DARTS for Trans- formers is memory-intensive, which renders the search process infeasible. To this end, we …...

33811