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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 26–50 of 102 papers

TitleStatusHype
Paraphrase Generation as Unsupervised Machine Translation—0
Exploring Cross-Lingual Transfer Learning with Unsupervised Machine Translation—0
Manipuri-English Machine Translation using Comparable Corpus—0
Integrating Unsupervised Data Generation into Self-Supervised Neural Machine Translation for Low-Resource Languages—0
On Systematic Style Differences between Unsupervised and Supervised MT and an Application for High-Resource Machine Translation—0
Break-It-Fix-It: Unsupervised Learning for Program RepairCode1
Crosslingual Embeddings are Essential in UNMT for Distant Languages: An English to IndoAryan Case Study—0
Unsupervised Multilingual Sentence Embeddings for Parallel Corpus Mining—0
Backretrieval: An Image-Pivoted Evaluation Metric for Cross-Lingual Text Representations Without Parallel Corpora—0
Efficient Unsupervised NMT for Related Languages with Cross-Lingual Language Models and Fidelity Objectives—0
Zero-Shot Language Transfer vs Iterative Back Translation for Unsupervised Machine TranslationCode0
Unsupervised Machine Translation On Dravidian Languages—0
From Unsupervised Machine Translation To Adversarial Text Generation—0
The NITS-CNLP System for the Unsupervised MT Task at WMT 2020—0
Data Selection for Unsupervised Translation of German–Upper Sorbian—0
SJTU-NICT’s Supervised and Unsupervised Neural Machine Translation Systems for the WMT20 News Translation Task—0
UdS-DFKI@WMT20: Unsupervised MT and Very Low Resource Supervised MT for German-Upper Sorbian—0
Low-Resource Unsupervised NMT: Diagnosing the Problem and Providing a Linguistically Motivated SolutionCode0
The LMU Munich System for the WMT 2020 Unsupervised Machine Translation Shared TaskCode0
Unsupervised Vision-and-Language Pre-training Without Parallel Images and CaptionsCode1
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
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