The TALP-UPC System for the WMT Similar Language Task: Statistical vs Neural Machine Translation. - Magdalena Biesialska; Lluis Guardia; Marta R. Costa-jussà (WMT (3), 2019)

Enhancing Word Embeddings with Knowledge Extracted from Lexical Resources. - Magdalena Biesialska; Bardia Rafieian; Marta R. Costa-jussà (ACL (student), 2020)

Continual Lifelong Learning in Natural Language Processing: A Survey. - Magdalena Biesialska; Katarzyna Biesialska; Marta R. Costa-jussà (COLING, 2020)

Refinement of Unsupervised Cross-Lingual Word Embeddings. - Magdalena Biesialska; Marta R. Costa-jussà (ECAI, 2020)

Sentiment Analysis with Contextual Embeddings and Self-attention. - Katarzyna Biesialska; Magdalena Biesialska; Henryk Rybinski (ISMIS, 2020)

Findings of the 2020 Conference on Machine Translation (WMT20). - Loïc Barrault; Magdalena Biesialska; Ondrej Bojar; Marta R. Costa-jussà; Christian Federmann; Yvette Graham; Roman Grundkiewicz; Barry Haddow; Matthias Huck; Eric Joanis; Tom Kocmi; Philipp Koehn; et al. (WMT@EMNLP, 2020)

Findings of the First Shared Task on Lifelong Learning Machine Translation. - Loïc Barrault; Magdalena Biesialska; Marta R. Costa-jussà; Fethi Bougares; Olivier Galibert (WMT@EMNLP, 2020)

Findings of the 2021 Conference on Machine Translation (WMT21). - Farhad Akhbardeh; Arkady Arkhangorodsky; Magdalena Biesialska; Ondrej Bojar; Rajen Chatterjee; Vishrav Chaudhary; Marta R. Costa-jussà; Cristina España-Bonet; Angela Fan; Christian Federmann; Markus Freitag; Yvette Graham; et al. (WMT@EMNLP, 2021)

Leveraging contextual embeddings and self-attention neural networks with bi-attention for sentiment analysis. - Magdalena Biesialska; Katarzyna Biesialska; Henryk Rybinski (J. Intell. Inf. Syst., 2021)

On the Relationship of Social Gender Equality and Grammatical Gender in Pre-Trained Large Language Models. - Magdalena Biesialska; David Solans; Jordi Luque; Carlos Segura (SEPLN Posters, 2024)