Ekaterina (Katya) Garmash

I am a final year PhD student working on machine translation at the University of Amsterdam (ILPS), supervised by Christof Monz and Maarten de Rijke. My main focus is on language modeling for standard and multilingual machine translation. Also, I am interested in the problem of low-resourced languages and language pairs. 

I interned at the ML/NLP group at Amazon, Berlin from July till October 2016.

Contact: katya[dot]garmash[at]gmail[dot]com


Publications

  • Garmash, Ekaterina and Monz, Christof. Ensemble learning for Multi-Source Neural Machine Translation. Coling, Osaka, Japan, 2016. PDF
  • Garmash, Ekaterina and Monz, Christof. Bilingual structured language models for statistical machine translation. EMNLP, Lisbon, Portugal, 2015. PDF
  • Garmash, Ekaterina and Monz, Christof. Dependency-based bilingual language models for reordering in statistical machine translation. EMNLP, Doha, Qatar, 2014. PDF
For more information, see my Google Scholar profile.