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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 11–20 of 102 papers

Title	Date	Tasks	Status	Hype	Score
Refining Low-Resource Unsupervised Translation by Language Disentanglement of Multilingual Model	May 31, 2022	DisentanglementMachine Translation	CodeCode Available	0	5
A Retrieve-and-Rewrite Initialization Method for Unsupervised Machine Translation	Jul 1, 2020	Machine TranslationNMT	CodeCode Available	0	5
A Theory of Unsupervised Translation Motivated by Understanding Animal Communication	Nov 20, 2022	Machine TranslationTranslation	CodeCode Available	0	5
Quick Back-Translation for Unsupervised Machine Translation	Dec 1, 2023	DecoderMachine Translation	CodeCode Available	0	5
Phrase-Based & Neural Unsupervised Machine Translation	Apr 20, 2018	Machine TranslationNMT	CodeCode Available	0	5
The LMU Munich System for the WMT 2020 Unsupervised Machine Translation Shared Task	Oct 25, 2020	Machine TranslationText Generation	CodeCode Available	0	5
Bilingual Lexicon Induction through Unsupervised Machine Translation	Jul 24, 2019	Bilingual Lexicon InductionLanguage Modeling	CodeCode Available	0	5
Cross-model Back-translated Distillation for Unsupervised Machine Translation	Jun 3, 2020	DenoisingDiversity	CodeCode Available	0	5
Cross-lingual Retrieval for Iterative Self-Supervised Training	Jun 16, 2020	Machine TranslationRetrieval	CodeCode Available	0	5
Cross-lingual Language Model Pretraining	Jan 22, 2019	Language ModelingLanguage Modelling	CodeCode Available	0	5

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