Publications

Continual Lifelong Learning in Natural Language Processing: A Survey

Magdalena Biesialska, Katarzyna Biesialska, Marta R. Costa-jussà
December 2020 COLING 2020
PDF DOI

Findings of the First Shared Task on Lifelong Learning Machine Translation

Loïc Barrault, Magdalena Biesialska, Marta R. Costa-jussà, Fethi Bougares, Olivier Galibert
November 2020 WMT 2020
PDF

Findings of the 2020 Conference on Machine Translation (WMT20)

Loïc Barrault, Magdalena Biesialska, Ondřej Bojar, Marta R. Costa-jussà, Christian Federmann, Yvette Graham, Roman Grundkiewicz, Barry Haddow, Matthias Huck, Eric Joanis, Tom Kocmi, Philipp Koehn, Chi-kiu Lo, Nikola Ljubešić, Christof Monz, Makoto Morishita, Masaaki Nagata, Toshiaki Nakazawa, Santanu Pal, Matt Post, Marcos Zampieri
November 2020 WMT 2020
PDF

Sentiment Analysis with Contextual Embeddings and Self-Attention

Nominated for Best Paper Award (top 6.97% of accepted regular papers).

Katarzyna Biesialska*, Magdalena Biesialska*, Henryk Rybiński
September 2020 ISMIS 2020
Preprint PDF DOI

Refinement of Unsupervised Cross-Lingual Word Embeddings

Magdalena Biesialska, Marta R. Costa-jussà
August 2020 ECAI 2020
PDF DOI

Enhancing Word Embeddings with Knowledge Extracted from Lexical Resources

Magdalena Biesialska*, Bardia Rafieian*, Marta R. Costa-jussà
July 2020 ACL 2020 SRW
PDF DOI

The TALP-UPC System for the WMT Similar Language Task: Statistical vs Neural Machine Translation

Ranked 1st for Czech→Polish and 2nd for Spanish→Portuguese translation systems.

Magdalena Biesialska, Lluis Guardia, Marta R. Costa-jussà
August 2019 WMT 2019
PDF DOI