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Unsupervised Machine Translation

Unsupervised machine translation is the task of doing machine translation without any translation resources at training time.

( Image credit: Phrase-Based & Neural Unsupervised Machine Translation )

Papers

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Showing 91–100 of 102 papers

Title	Date	Tasks	Status	Hype
Cross-model Back-translated Distillation for Unsupervised Machine Translation	Jun 3, 2020	DenoisingDiversity	CodeCode Available	0
Cross-lingual Language Model Pretraining	Jan 22, 2019	Language ModelingLanguage Modelling	CodeCode Available	0
Unsupervised Translation of German--Lower Sorbian: Exploring Training and Novel Transfer Methods on a Low-Resource Language	Sep 24, 2021	DecoderMachine Translation	CodeCode Available	0
Word Translation Without Parallel Data	Oct 11, 2017	Cross-Lingual Word EmbeddingsMachine Translation	CodeCode Available	0
Unsupervised Machine Translation Using Monolingual Corpora Only	Oct 31, 2017	Machine TranslationSentence	CodeCode Available	0
Bilingual Lexicon Induction through Unsupervised Machine Translation	Jul 24, 2019	Bilingual Lexicon InductionLanguage Modeling	CodeCode Available	0
Unsupervised Multilingual Alignment using Wasserstein Barycenter	Jan 28, 2020	AllMachine Translation	CodeCode Available	0
The LMU Munich System for the WMT 2020 Unsupervised Machine Translation Shared Task	Oct 25, 2020	Machine TranslationText Generation	CodeCode Available	0
A Retrieve-and-Rewrite Initialization Method for Unsupervised Machine Translation	Jul 1, 2020	Machine TranslationNMT	CodeCode Available	0
Zero-Shot Language Transfer vs Iterative Back Translation for Unsupervised Machine Translation	Mar 31, 2021	Machine TranslationTransfer Learning	CodeCode Available	0

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