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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
Language Models are Few-Shot LearnersCode3
MASS: Masked Sequence to Sequence Pre-training for Language GenerationCode2
Unsupervised Mandarin-Cantonese Machine TranslationCode1
Break-It-Fix-It: Unsupervised Learning for Program RepairCode1
Unsupervised Vision-and-Language Pre-training Without Parallel Images and CaptionsCode1
Unsupervised Translation of Programming LanguagesCode1
Incorporating BERT into Neural Machine TranslationCode1
A Probabilistic Formulation of Unsupervised Text Style TransferCode1
Multilingual Denoising Pre-training for Neural Machine TranslationCode1
Unsupervised Statistical Machine TranslationCode1
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
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
Unsupervised Machine Translation in Real-World Scenarios—0
CUNI Submission to MT4All Shared Task—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
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