Dušan Variš

Main Research Interests

 

  • Neural Machine Translation
  • Sequential Task Learning in Neural Networks
  • Modularity in Neural Networks
  • Japanese-English Translation

 

Projects

Current Projects:

  • BergamotBrowser-based Multilingual Translation - multi-source machine translation
  • SSHOCSocial Sciences & Humanities Open Cloud - machine translation support
  • ELG - European Language Grid - dockerization of translation models
  • LINDAT TranslationLINDAT translation service - model training and production deployment

 

​Previous Projects:

  • Neural Monkey - An open-source tool for sequence learning in NLP built on TensorFlow.
  • Health In My Language - machine translation of medical texts from English to Czech, German, Romanian and Polish
  • MLFix - automatic machine translation post-editing tool based on statistical machine learning (successor of Depfix)
  • Treex in Docker - dockerization of the up-to-date revision of the Treex NLP framework

Curriculum Vitae

My CV (in English) is available here.

Teaching

(past) NSWI095 Introduction to Unix (labs), more info.

Selected Bibliography