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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
UdS-DFKI@WMT20: Unsupervised MT and Very Low Resource Supervised MT for German-Upper Sorbian—0
The LMU Munich System for the WMT 2020 Unsupervised Machine Translation Shared TaskCode0
Unsupervised Neural Machine Translation for Low-Resource Domains via Meta-Learning—0
SJTU-NICT's Supervised and Unsupervised Neural Machine Translation Systems for the WMT20 News Translation Task—0
Harnessing Multilinguality in Unsupervised Machine Translation for Rare Languages—0
A Retrieve-and-Rewrite Initialization Method for Unsupervised Machine TranslationCode0
Cross-Lingual Unsupervised Sentiment Classification with Multi-View Transfer Learning—0
Cross-lingual Retrieval for Iterative Self-Supervised TrainingCode0
Cross-model Back-translated Distillation for Unsupervised Machine TranslationCode0
Data Augmentation with Unsupervised Machine Translation Improves the Structural Similarity of Cross-lingual Word Embeddings—0
Unsupervised Multimodal Neural Machine Translation with Pseudo Visual Pivoting—0
Data-dependent Gaussian Prior Objective for Language Generation—0
A Call for More Rigor in Unsupervised Cross-lingual Learning—0
Semi-Supervised Text Simplification with Back-Translation and Asymmetric Denoising Autoencoders—0
When Does Unsupervised Machine Translation Work?—0
Do all Roads Lead to Rome? Understanding the Role of Initialization in Iterative Back-Translation—0
A Multilingual View of Unsupervised Machine Translation—0
Unsupervised Multilingual Alignment using Wasserstein BarycenterCode0
Comparing Unsupervised Word Translation Methods Step by Step—0
Machine Translation With Weakly Paired Documents—0
Supervised and Unsupervised Machine Translation for Myanmar-English and Khmer-English—0
Study on Unsupervised Statistical Machine Translation for Backtranslation—0
Explicit Cross-lingual Pre-training for Unsupervised Machine Translation—0
Generating Classical Chinese Poems from Vernacular ChineseCode0
Incorporating Word and Subword Units in Unsupervised Machine Translation Using Language Model Rescoring—0
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