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    4. 2019

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.
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
Context-Aware Monolingual Repair for Neural Machine Translation
E. VoitaR. SennrichI. Titov
2019, EMNLP
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
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