Main Research Interests
- Neural Machine Translation
- Sequential Task Learning in Neural Networks
- Modularity in Neural Networks
- Japanese-English Translation
- Bergamot - Browser-based Multilingual Translation - multi-source machine translation
- SSHOC - Social Sciences & Humanities Open Cloud - machine translation support
- ELG - European Language Grid - dockerization of translation models
- LINDAT Translation - LINDAT translation service - model training and production deployment
- 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
My CV (in English) is available here.
- See Biblio.