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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 1–25 of 102 papers

TitleStatusHype
Language Models are Few-Shot LearnersCode3
MASS: Masked Sequence to Sequence Pre-training for Language GenerationCode2
Unsupervised Mandarin-Cantonese Machine TranslationCode1
A Probabilistic Formulation of Unsupervised Text Style TransferCode1
Unsupervised Translation of Programming LanguagesCode1
Break-It-Fix-It: Unsupervised Learning for Program RepairCode1
Multilingual Denoising Pre-training for Neural Machine TranslationCode1
Incorporating BERT into Neural Machine TranslationCode1
Unsupervised Statistical Machine TranslationCode1
Unsupervised Vision-and-Language Pre-training Without Parallel Images and CaptionsCode1
A Theory of Unsupervised Translation Motivated by Understanding Animal CommunicationCode0
Refining Low-Resource Unsupervised Translation by Language Disentanglement of Multilingual ModelCode0
The LMU Munich System for the WMT 2020 Unsupervised Machine Translation Shared TaskCode0
Unsupervised Machine Translation Using Monolingual Corpora OnlyCode0
Unsupervised Multilingual Alignment using Wasserstein BarycenterCode0
Cross-model Back-translated Distillation for Unsupervised Machine TranslationCode0
Leveraging Automated Unit Tests for Unsupervised Code TranslationCode0
Low-Resource Unsupervised NMT: Diagnosing the Problem and Providing a Linguistically Motivated SolutionCode0
Bilex Rx: Lexical Data Augmentation for Massively Multilingual Machine TranslationCode0
Cross-lingual Retrieval for Iterative Self-Supervised TrainingCode0
Bilingual Lexicon Induction through Unsupervised Machine TranslationCode0
Cross-lingual Language Model PretrainingCode0
A Retrieve-and-Rewrite Initialization Method for Unsupervised Machine TranslationCode0
Quick Back-Translation for Unsupervised Machine TranslationCode0
An Effective Approach to Unsupervised Machine TranslationCode0
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