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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

Showing 2650 of 102 papers

TitleStatusHype
Unsupervised Machine Translation Using Monolingual Corpora OnlyCode0
Unsupervised Multilingual Alignment using Wasserstein BarycenterCode0
Quick Back-Translation for Unsupervised Machine TranslationCode0
An Effective Approach to Unsupervised Machine TranslationCode0
Phrase-Based & Neural Unsupervised Machine TranslationCode0
Refining Low-Resource Unsupervised Translation by Language Disentanglement of Multilingual ModelCode0
Unsupervised Neural Machine TranslationCode0
Cross-lingual Language Model PretrainingCode0
Extract and Edit: An Alternative to Back-Translation for Unsupervised Neural Machine Translation0
Exploring Cross-Lingual Transfer Learning with Unsupervised Machine Translation0
Contrastive Clustering to Mine Pseudo Parallel Data for Unsupervised Translation0
Explicit Cross-lingual Pre-training for Unsupervised Machine Translation0
Efficient Unsupervised NMT for Related Languages with Cross-Lingual Language Models and Fidelity Objectives0
Comparing Unsupervised Word Translation Methods Step by Step0
Effective Self-Mining of In-Context Examples for Unsupervised Machine Translation with LLMs0
Domain Mismatch Doesn’t Always Prevent Cross-lingual Transfer Learning0
Domain Mismatch Doesn't Always Prevent Cross-Lingual Transfer Learning0
Unsupervised Neural Machine Translation for Low-Resource Domains via Meta-Learning0
Do all Roads Lead to Rome? Understanding the Role of Initialization in Iterative Back-Translation0
Boosting Unsupervised Machine Translation with Pseudo-Parallel Data0
A Multilingual View of Unsupervised Machine Translation0
Manipuri-English Machine Translation using Comparable Corpus0
Machine Translation With Weakly Paired Documents0
Data Selection for Unsupervised Translation of German–Upper Sorbian0
Machine Translation With Weakly Paired Bilingual Documents0
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