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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 51–100 of 102 papers

TitleStatusHype
Unsupervised Machine Translation in Real-World Scenarios—0
Unsupervised Machine Translation On Dravidian Languages—0
Unsupervised Multilingual Sentence Embeddings for Parallel Corpus Mining—0
Unsupervised Multimodal Neural Machine Translation with Pseudo Visual Pivoting—0
Unsupervised Neural Machine Translation Initialized by Unsupervised Statistical Machine Translation—0
Unsupervised Neural Machine Translation with Universal Grammar—0
Unsupervised Translation of German–Lower Sorbian: Exploring Training and Novel Transfer Methods on a Low-Resource Language—0
EAT: a simple and versatile semantic representation format for multi-purpose NLP—0
On Systematic Style Differences between Unsupervised and Supervised MT and an Application for High-Resource Machine Translation—0
When Does Unsupervised Machine Translation Work?—0
Incorporating Word and Subword Units in Unsupervised Machine Translation Using Language Model Rescoring—0
Integrating Unsupervised Data Generation into Self-Supervised Neural Machine Translation for Low-Resource Languages—0
LMU Munich's Neural Machine Translation Systems at WMT 2018—0
Machine Translation With Weakly Paired Bilingual Documents—0
Machine Translation With Weakly Paired Documents—0
Manipuri-English Machine Translation using Comparable Corpus—0
Unsupervised Neural Machine Translation for Low-Resource Domains via Meta-Learning—0
Multilingual Unsupervised Neural Machine Translation with Denoising Adapters—0
NICT's Unsupervised Neural and Statistical Machine Translation Systems for the WMT19 News Translation Task—0
Off-the-Shelf Unsupervised NMT—0
On Systematic Style Differences between Unsupervised and Supervised MT and an Application for High-Resource Machine Translation—0
On the Limitations of Unsupervised Bilingual Dictionary Induction—0
On the Role of Parallel Data in Cross-lingual Transfer Learning—0
Orthographic Features for Bilingual Lexicon Induction—0
Paraphrase Generation as Unsupervised Machine Translation—0
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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