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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
Effective Self-Mining of In-Context Examples for Unsupervised Machine Translation with LLMs—0
Decoupled Vocabulary Learning Enables Zero-Shot Translation from Unseen Languages—0
The Impact of Syntactic and Semantic Proximity on Machine Translation with Back-Translation—0
Quick Back-Translation for Unsupervised Machine TranslationCode0
Weakly-supervised Deep Cognate Detection Framework for Low-Resourced Languages Using Morphological Knowledge of Closely-Related LanguagesCode0
Boosting Unsupervised Machine Translation with Pseudo-Parallel Data—0
Bilex Rx: Lexical Data Augmentation for Massively Multilingual Machine TranslationCode0
Unsupervised Mandarin-Cantonese Machine TranslationCode1
On the Role of Parallel Data in Cross-lingual Transfer Learning—0
Domain Mismatch Doesn't Always Prevent Cross-Lingual Transfer Learning—0
A Theory of Unsupervised Translation Motivated by Understanding Animal CommunicationCode0
CUNI Submission to MT4All Shared Task—0
Unsupervised Machine Translation in Real-World Scenarios—0
Domain Mismatch Doesn’t Always Prevent Cross-lingual Transfer Learning—0
Refining Low-Resource Unsupervised Translation by Language Disentanglement of Multilingual ModelCode0
QiuNiu: A Chinese Lyrics Generation System with Passage-Level Input—0
Flow-Adapter Architecture for Unsupervised Machine Translation—0
On Systematic Style Differences between Unsupervised and Supervised MT and an Application for High-Resource Machine Translation—0
Unsupervised Translation of German–Lower Sorbian: Exploring Training and Novel Transfer Methods on a Low-Resource Language—0
Unsupervised Neural Machine Translation with Universal Grammar—0
Multilingual Unsupervised Neural Machine Translation with Denoising Adapters—0
Leveraging Automated Unit Tests for Unsupervised Code TranslationCode0
Contrastive Clustering to Mine Pseudo Parallel Data for Unsupervised Translation—0
Translating Robot Skills: Learning Unsupervised Skill Correspondences Across Robots—0
Unsupervised Translation of German--Lower Sorbian: Exploring Training and Novel Transfer Methods on a Low-Resource LanguageCode0
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