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Unsupervised Machine Translation
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Unsupervised machine translation is the task of doing machine translation without any translation resources at training time.
<span style="color:grey; opacity: 0.6">( Image credit: Phrase-Based & Neural Unsupervised Machine Translation )</span>
논문
이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
Semi-Supervised Text Simplification with Back-Translation and Asymmetric Denoising Autoencoders
A Call for More Rigor in Unsupervised Cross-lingual Learning
When Does Unsupervised Machine Translation Work?
Do all Roads Lead to Rome? Understanding the Role of Initialization in Iterative Back-Translation
Incorporating BERT into Neural Machine Translation
A Probabilistic Formulation of Unsupervised Text Style Transfer
A Multilingual View of Unsupervised Machine Translation
Unsupervised Multilingual Alignment using Wasserstein Barycenter
Multilingual Denoising Pre-training for Neural Machine Translation
Explicit Cross-lingual Pre-training for Unsupervised Machine Translation
Generating Classical Chinese Poems from Vernacular Chinese
Incorporating Word and Subword Units in Unsupervised Machine Translation Using Language Model Rescoring
Bilingual Lexicon Induction through Unsupervised Machine Translation
Translating Translationese: A Two-Step Approach to Unsupervised Machine Translation
Generalized Data Augmentation for Low-Resource Translation
MASS: Masked Sequence to Sequence Pre-training for Language Generation
Bilingual-GAN: A Step Towards Parallel Text Generation
Extract and Edit: An Alternative to Back-Translation for Unsupervised Neural Machine Translation
EAT: a simple and versatile semantic representation format for multi-purpose NLP
An Effective Approach to Unsupervised Machine Translation
Cross-lingual Language Model Pretraining
Unsupervised Neural Machine Translation with SMT as Posterior Regularization
Off-the-Shelf Unsupervised NMT
Unsupervised Neural Machine Translation Initialized by Unsupervised Statistical Machine Translation
Unsupervised Statistical Machine Translation
Style Transfer as Unsupervised Machine Translation
On the Limitations of Unsupervised Bilingual Dictionary Induction
Phrase-Based & Neural Unsupervised Machine Translation
Unsupervised Machine Translation Using Monolingual Corpora Only
Unsupervised Neural Machine Translation
Word Translation Without Parallel Data
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