2 citations · 4 across the 3 of their papers we have counts for
7 papers
From Zero to Production: Baltic-Ukrainian Machine Translation Systems to Aid Refugees
Toms Bergmanis, Mārcis Pinnis
In this paper, we examine the development and usage of six low-resource machine translation systems translating between the Ukrainian language and each of the official languages of…
Dynamic Terminology Integration for COVID-19 and other Emerging Domains
Toms Bergmanis, Mārcis Pinnis
The majority of language domains require prudent use of terminology to ensure clarity and adequacy of information conveyed. While the correct use of terminology for some languages…
Facilitating Terminology Translation with Target Lemma Annotations
Toms Bergmanis, Mārcis Pinnis
Most of the recent work on terminology integration in machine translation has assumed that terminology translations are given already inflected in forms that are suitable for the t…
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…