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NLP and Machine Translation

We research and develop new natural language processing algorithms applicable to information retrieval and machine translation tasks. Our solutions are used in Yandex’s search and translation services, ensuring strong user experience in these and many other products.
BPE-Dropout: Simple and Effective Subword Regularization
I. ProvilkovD. EmelianenkoE. Voita
2020, ACL
Editable Neural Networks
A. SinitsinV. PlokhotnyukD. PyrkinS. PopovA. Babenko
2020, ICLR
Sequence Modelling with Unconstrained Generation Order
D. EmelianenkoE. VoitaP. Serdyukov
2019, NeurIPS
Style Transfer for Texts: Retrain, Report Errors, Compare with Rewrites
A. TikhonovV. ShibaevA. NagaevA. NugmanovaI. Yamshchikov
2019, EMNLP
The Bottom-up Evolution of Representations in the Transformer: A Study with Machine Translation and Language Modeling Objectives
E. VoitaR. SennrichI. Titov
2019, EMNLP
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