CompanyJobsDevelopersAdvertisersEventsResearch
HomeNewsPublicationsJoinProjectsEvents
ResearchEventsAdvertisersDevelopersJobsCompany
HomeNewsPublicationsJoinProjectsEvents
  1. Home
  2. Publications
    3. NLP and Machine Translation

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.
It’s All in the Heads: Using Attention Heads as a Baseline for Cross-Lingual Transfer in Commonsense Reasoning
A. TikhonovM. Ryabinin
2021, Findings of ACL
Uncertainty Estimation in Autoregressive Structured Prediction
A. MalininM. Gales
2021, ICLR
Embedding Words in Non-Vector Space with Unsupervised Graph Learning
M. RyabininS. PopovL. ProkhorenkovaE. Voita
2020, EMNLP
BPE-Dropout: Simple and Effective Subword Regularization
I. ProvilkovD. EmelianenkoE. Voita
2020, ACL
Editable Neural Networks
A. SinitsinV. PlokhotnyukD. PyrkinS. PopovA. Babenko
2020, ICLR
HomeNewsPublicationsJoinProjectsEvents
Yandex, 2021  Feedback