Scholar

Dušan Variš

Google Scholar ID: wNs_I-oAAAAJ

research assistant, Charles University, Institute of Formal and Applied Linguistics

deep learningmachine translationnatural language processing

Citations & Impact

All-time

Citations

308

H-index

i10-index

Publications

Co-authors

Contact

Publications

1 items

2025

Cited

Resume

Academic Achievements

- Google Scholar profile
- ORCID: 0000-0003-4408-2186
- Scopus ID: 56582304500
- Researcher ID: P-4531-2017
- Selected Talks: Are Transformers Good Learners? Exploring the Limits of Transformer Training (video)
- Detailed bibliography available on Google Scholar, dbpl, Biblio

Research Experience

- MASAPI: Multilingual Assistant for Searching, Analysing and Processing Information and decision support
- HPLT: High Performance Language Technologies
- LINDAT Translation: Model training and production deployment
- Formal Linguistics Seminar: Recording of lectures (archive)
- Bergamot: Browser-based Multilingual Translation, multi-source machine translation
- SSHOC: Social Sciences & Humanities Open Cloud, machine translation and text processing support
- ELG: European Language Grid, dockerization of translation models
- 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
- MTViet: Machine Translation from Vietnamese into Czech for the Purposes of the Police of the Czech Republic
- 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

Background

Main Research Interests include Neural Machine Translation, Sequential Task Learning in Neural Networks, Modularity in Neural Networks, and Japanese-English Translation.

Miscellany