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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 51–75 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
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