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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
Generating Classical Chinese Poems from Vernacular ChineseCode0
Unsupervised Neural Machine TranslationCode0
Weakly-supervised Deep Cognate Detection Framework for Low-Resourced Languages Using Morphological Knowledge of Closely-Related LanguagesCode0
Cross-lingual Retrieval for Iterative Self-Supervised TrainingCode0
Leveraging Automated Unit Tests for Unsupervised Code TranslationCode0
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 Language Model PretrainingCode0
A Theory of Unsupervised Translation Motivated by Understanding Animal CommunicationCode0
Cross-model Back-translated Distillation for Unsupervised Machine TranslationCode0
Bilingual Lexicon Induction through Unsupervised Machine TranslationCode0
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
Bilex Rx: Lexical Data Augmentation for Massively Multilingual 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
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