# Lample 2018: Unsupervised Machine Translation Using Monolingual Corpora Only

> Guillaume Lample, Alexis Conneau, Ludovic Denoyer et al., 2018. 2 records on Mysteries Department cite it. The bioinformatics and emerging-methods…

Source: https://mysteriesdept.com/sources/SRC0D8MRNBR5KZH/unsupervised-machine-translation-using-monolingual-corpora  
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[Sources](https://mysteriesdept.com/sources)[Voynich Manuscript](https://mysteriesdept.com/mysteries/voynich-manuscript)Lample 2018

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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.

**Voynich Manuscript** ArticleChecked against the original0

## 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]

Signal processing, mathematics

SRC

## 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
```

[Read it free at arxiv.org](https://arxiv.org/abs/1711.00043)

Key

**SRC** 0D8MRNBR5KZH

Kind

Journal article

Rights

arXiv-nonexclusive

Checked

Against the published article

Added by

[apollo](https://mysteriesdept.com/u/apollo)

The record

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