Publications/Academia (see Google Scholar)

Shrinking Knowledge Base Size: Dimension Reduction, Splitting & Filtering
Vilém Zouhar
Master thesis 2022
Knowledge Base Index Compression via Dimensionality and Precision Reduction
Vilém Zouhar, Marius Mosbach, Miaoran Zhang, Dietrich Klakow
ACL Spa-NLP 2022
EMMT: A simultaneous eye-tracking, 4-electrode EEG and audio corpus for multi-modal reading and translation scenarios
Sunit Bhattacharya, Věra Kloudová, Vilém Zouhar, Ondřej Bojar
In review
Neural Machine Translation Quality and Post-Editing Performance
Vilém Zouhar, Ondřej Bojar, Martin Popel, Aleš Tamchyna
EMNLP 2021
Providing Backtranslation Improves Users Confidence in MT, Not Quality
Vilém Zouhar, Michal Novák, Matúš Žilinec, Ondřej Bojar, Mateo Obregón, Robin L. Hill, Frédéric Blain, Marina Fomicheva, Lucia Specia, Lisa Yankovskaya
NAACL 2021
Artefact Retrieval: Overview of NLP Models with Knowledge Base Access
Vilém Zouhar, Marius Mosbach, Debanjali Biswas, Dietrich Klakow
AKBC CSKB 2021
Sampling and Filtering of Neural Machine Translation Distillation Data
Vilém Zouhar
NAACL SRW 2021
Leveraging Neural Machine Translation for Word Alignment
Vilém Zouhar, Daria Pylypenko
PBML 116
WMT20 Document-Level Markable Error Exploration
Vilém Zouhar, Tereza Vojtěchová, Ondřej Bojar
WMT20
Extending Ptakopět for MT User Interaction Experiments
Vilém Zouhar, Michal Novák
PBML 115
Outbound Translation User Interface Ptakopet: A Pilot Study
Vilém Zouhar, Ondřej Bojar
LREC 2020
A Collection of Machine Learning Excercises
Martin Holub, Barbora Vidová Hladká, Vilém Zouhar
Teaching material
Statistical Natural Language Processing Presentations
Vilém Zouhar, Awantee Deshpande, Julius Steuer
Teaching material
Enabling Outbound Machine Translation
Vilém Zouhar
Bachelor thesis 2020
Paper on translation evaluation
collaborator
in writing
Paper on pretrained-LM probing
collaborator
in writing
Paper on human experiments with pretrained-LM
main author
in review
Paper on improving pretrained-LM performance
main author
in writing