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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 76–100 of 102 papers

TitleStatusHype
Phrase-Based \& Neural Unsupervised Machine Translation—0
Phrase-based Unsupervised Machine Translation with Compositional Phrase Embeddings—0
QiuNiu: A Chinese Lyrics Generation System with Passage-Level Input—0
Semi-Supervised Text Simplification with Back-Translation and Asymmetric Denoising Autoencoders—0
SJTU-NICT's Supervised and Unsupervised Neural Machine Translation Systems for the WMT20 News Translation Task—0
SJTU-NICT’s Supervised and Unsupervised Neural Machine Translation Systems for the WMT20 News Translation Task—0
Generating Classical Chinese Poems from Vernacular ChineseCode0
Weakly-supervised Deep Cognate Detection Framework for Low-Resourced Languages Using Morphological Knowledge of Closely-Related LanguagesCode0
Unsupervised Neural Machine Translation with SMT as Posterior RegularizationCode0
Low-Resource Unsupervised NMT: Diagnosing the Problem and Providing a Linguistically Motivated SolutionCode0
Quick Back-Translation for Unsupervised Machine TranslationCode0
Refining Low-Resource Unsupervised Translation by Language Disentanglement of Multilingual ModelCode0
An Effective Approach to Unsupervised Machine TranslationCode0
Cross-lingual Retrieval for Iterative Self-Supervised TrainingCode0
A Theory of Unsupervised Translation Motivated by Understanding Animal CommunicationCode0
Cross-model Back-translated Distillation for Unsupervised Machine TranslationCode0
Cross-lingual Language Model PretrainingCode0
Unsupervised Translation of German--Lower Sorbian: Exploring Training and Novel Transfer Methods on a Low-Resource LanguageCode0
Word Translation Without Parallel DataCode0
Unsupervised Machine Translation Using Monolingual Corpora OnlyCode0
Bilingual Lexicon Induction through Unsupervised Machine TranslationCode0
Unsupervised Multilingual Alignment using Wasserstein BarycenterCode0
The LMU Munich System for the WMT 2020 Unsupervised Machine Translation Shared TaskCode0
A Retrieve-and-Rewrite Initialization Method for Unsupervised Machine TranslationCode0
Zero-Shot Language Transfer vs Iterative Back Translation for Unsupervised Machine TranslationCode0
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