28 citations · 43 across the 7 of their papers we have counts for
4 papers · 1 filter
Tilde at WMT 2020: News Task Systems
Rihards Krišlauks, Mārcis Pinnis
This paper describes Tilde's submission to the WMT2020 shared task on news translation for both directions of the English-Polish language pair in both the constrained and the uncon…
Pretraining and Fine-Tuning Strategies for Sentiment Analysis of Latvian Tweets
Gaurish Thakkar, Marcis Pinnis
In this paper, we present various pre-training strategies that aid in im-proving the accuracy of the sentiment classification task. We, at first, pre-trainlanguage representation m…
Mitigating Gender Bias in Machine Translation with Target Gender Annotations
Artūrs Stafanovičs, Toms Bergmanis, Mārcis Pinnis
When translating "The secretary asked for details." to a language with grammatical gender, it might be necessary to determine the gender of the subject "secretary". If the sentence…
Robust Neural Machine Translation: Modeling Orthographic and Interpunctual Variation
Toms Bergmanis, Artūrs Stafanovičs, Mārcis Pinnis
Neural machine translation systems typically are trained on curated corpora and break when faced with non-standard orthography or punctuation. Resilience to spelling mistakes and t…