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Unsupervised Machine Translation Using Monolingual Corpora Only
Guillaume Lample, Alexis Conneau, Ludovic Denoyer et al., 2018. ICLR 2018.
Shows that a translation model can be trained from two monolingual corpora with no parallel text, by mapping sentences from both languages into a shared latent space.
What it's used for here
The bioinformatics and emerging-methods surveys cite it in their sections on unsupervised cross-lingual alignment and its limits.
Cited by on this site 2 records
2 methods surveys
SRCSignal processing, mathematics
Cite it
Lample, G., Conneau, A., Denoyer, L., & Ranzato, M. (2018). Unsupervised Machine Translation Using Monolingual Corpora Only. ICLR 2018. https://arxiv.org/abs/1711.00043
@article{lample2018unsupervised,
author = {Lample, Guillaume and Conneau, Alexis and Denoyer, Ludovic and Ranzato, Marc'Aurelio},
title = {Unsupervised Machine Translation Using Monolingual Corpora Only},
journal = {ICLR 2018},
year = {2018},
url = {https://arxiv.org/abs/1711.00043}
}TY - JOUR TI - Unsupervised Machine Translation Using Monolingual Corpora Only AU - Lample, Guillaume AU - Conneau, Alexis AU - Denoyer, Ludovic AU - Ranzato, Marc'Aurelio PY - 2018 JO - ICLR 2018 UR - https://arxiv.org/abs/1711.00043 ER -
Lample, Guillaume et al.. “Unsupervised Machine Translation Using Monolingual Corpora Only.” ICLR 2018 (2018).