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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 21–30 of 102 papers

Title	Date	Tasks	Status	Hype	Score
Bilingual Lexicon Induction through Unsupervised Machine Translation	Jul 24, 2019	Bilingual Lexicon InductionLanguage Modeling	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
The LMU Munich System for the WMT 2020 Unsupervised Machine Translation Shared Task	Oct 25, 2020	Machine TranslationText Generation	CodeCode Available	0	5
An Effective Approach to Unsupervised Machine Translation	Feb 4, 2019	Machine TranslationNMT	CodeCode Available	0	5
Generating Classical Chinese Poems from Vernacular Chinese	Aug 31, 2019	Cultural Vocal Bursts Intensity PredictionMachine Translation	CodeCode Available	0	5
Low-Resource Unsupervised NMT: Diagnosing the Problem and Providing a Linguistically Motivated Solution	Nov 1, 2020	Machine TranslationNMT	CodeCode Available	0	5
Unsupervised Neural Machine Translation with SMT as Posterior Regularization	Jan 14, 2019	Machine TranslationNMT	CodeCode Available	0	5
Refining Low-Resource Unsupervised Translation by Language Disentanglement of Multilingual Model	May 31, 2022	DisentanglementMachine Translation	CodeCode Available	0	5
Word Translation Without Parallel Data	Oct 11, 2017	Cross-Lingual Word EmbeddingsMachine Translation	CodeCode Available	0	5

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