Training Data Augmentation for Low-Resource Morphological Inflection. - Toms Bergmanis; Katharina Kann; Hinrich Schütze; Sharon Goldwater (CoNLL Shared Task (1), 2017)

From Segmentation to Analyses: a Probabilistic Model for Unsupervised Morphology Induction. - Toms Bergmanis; Sharon Goldwater (EACL (1), 2017)

Context Sensitive Neural Lemmatization with Lematus. - Toms Bergmanis; Sharon Goldwater (NAACL-HLT, 2018)

Training Data Augmentation for Context-Sensitive Neural Lemmatizer Using Inflection Tables and Raw Text. - Toms Bergmanis; Sharon Goldwater (NAACL-HLT (1), 2019)

Data Augmentation for Context-Sensitive Neural Lemmatization Using Inflection Tables and Raw Text. - Toms Bergmanis; Sharon Goldwater (CoRR, 2019)

Robust Neural Machine Translation: Modeling Orthographic and Interpunctual Variation. - Toms Bergmanis; Arturs Stafanovics; Marcis Pinnis (Baltic HLT, 2020)

Mitigating Gender Bias in Machine Translation with Target Gender Annotations. - Arturs Stafanovics; Marcis Pinnis; Toms Bergmanis (WMT@EMNLP, 2020)

Methods for morphology learning in low(er)-resource scenarios. - Toms Bergmanis (2020)

Facilitating Terminology Translation with Target Lemma Annotations. - Toms Bergmanis; Marcis Pinnis (EACL, 2021)

Dynamic Terminology Integration for COVID-19 and Other Emerging Domains. - Toms Bergmanis; Marcis Pinnis (WMT@EMNLP, 2021)

MTee: Open Machine Translation Platform for Estonian Government. - Toms Bergmanis; Marcis Pinnis; Roberts Rozis; Janis Slapins; Valters Sics; Berta Bernane; Guntars Puzulis; Endijs Titomers; Andre Tättar; Taido Purason; Hele-Andra Kuulmets; Agnes Luhtaru; et al. (EAMT, 2022)

Open Terminology Management and Sharing Toolkit for Federation of Terminology Databases. - Andis Lagzdins; Uldis Silins; Toms Bergmanis; Marcis Pinnis; Arturs Vasilevskis; Andrejs Vasiljevs (LREC, 2022)

From Zero to Production: Baltic-Ukrainian Machine Translation Systems to Aid Refugees. - Toms Bergmanis; Marcis Pinnis (Balt. J. Mod. Comput., 2022)

Open and Competitive Multilingual Neural Machine Translation in Production. - Andre Tättar; Taido Purason; Hele-Andra Kuulmets; Agnes Luhtaru; Liisa Rätsep; Maali Tars; Marcis Pinnis; Toms Bergmanis; Mark Fishel (Balt. J. Mod. Comput., 2022)

Localizing AI: Evaluating Open-Weight Language Models for Languages of Baltic States. - Jurgita Kapociute-Dzikiene; Toms Bergmanis; Marcis Pinnis (CoRR, 2025)