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NLP and Machine Translation

We research and develop new algorithms of natural language processing applicable to information retrieval and machine translation tasks. Our solutions have improved such services like Yandex Search and Yandex Translate.
When a Good Translation is Wrong in Context: Context-Aware Machine Translation Improves on Deixis, Ellipsis, and Lexical Cohesion
E. VoitaR. SennrichI. Titov
2019, ACL
Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be Pruned
E. VoitaD. TalbotF. MoiseevR. SennrichI. Titov
2019, ACL
Context-Aware Neural Machine Translation Learns Anaphora Resolution
E. VoitaP. SerdyukovR. SennrichI. Titov
2018, ACL
Riemannian Optimization for Skip-Gram Negative Sampling
A. FonarevA. GrinchukG. GusevP. SerdyukovI. Oseledets
2017, ACL
Improved Iterative Correction for Distant Spelling Errors
S. GubanovI. GalinskayaA. Baytin
2014, ACL
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