Publications

2022

Costa-jussà, M. R., Escolano, C., Basta C., Ferrando, J., Batlle, R. and Kharitonova, K.

Interpreting Gender Bias in Neural Machine Translation: Multilingual Architecture Matters

Accepted in 36th AAAI Conference on Artificial Intelligence, 2022

2021

Escolano, C., Ojeda, G., Basta, C. and Costa-jussà, M. R.

Multi-Task Learning for Improving Gender Accuracy in Neural Machine Translation

18th International Conference on Natural Language Processing (ICON), 2021

Escolano, C., Costa-jussà, M. R., Fonollosa, J. A. R., Segura, C.

Enabling Zero-shot Multilingual Spoken Language Translation with Language-Specific Encoders and Decoders

IEEE Automatic Speech Recognition and Understanding Workshop (ASRU)

Barrault, L., Biesialska, M., Bojar, O., Chatterjee, R., Costa-jussà, M. R., España-Bonet, C., Federmann, C., Freitag, M., Graham, Y., Grundkiewicz, R., Haddow, B., Harter, L., Huck, M., Kwabena, A-K, Kocmi, T., Koehn, P.,Ljubesic, N., Monz C., Negri, M., Turchi, M., Morishita, M., Nagata, M. Nakazawa, T. , Pal, S., Zampieri, M

Findings of the 2021 Conference on Machine Translation (WMT21)

Proceedings of the 6th Conference of Machine Translation

Escolano, C., Tsiamas, I., Basta, C. , Ferrando, J., Costa-Jussà, M. R., Fonollosa, J. A. R.

The TALP-UPC Participation in WMT21 News Translation Task: an mBART-based NMT Approach

Proceedings of the 6th Conference of Machine Translation

Ferrando, J. and Costa-jussà, M. R.

Attention Weights in Transformer NMT Fail Aligning Words Between Sequences but Largely Explain Model Predictions

Findings of EMNLP

Armengol-Estapé, J. Costa-jussà, M. R. and Escolano, C.

Enriching the Transformer with Linguistic Factors for Low-Resource Machine Translation

Proceedings of the RANLP

Gállego, G.I., Tsiamas, I., Escolano, C., Fonollosa, J. A. R, Costa-jussà, M. R.

End-to-End Speech Translation with Pre-trained Models and Adapters: UPC at IWSLT 2021

Proceedings of IWSLT

Armengol-Estapé, J., Costa-jussà, M. R.

Semantic and syntactic information for neural machine translation

Machine Translation Journal, Springer

Marta R. Costa-jussà

Multilingual Translator

Hardmeier, C., Costa-jussà, M.R., Webster, K., Radford, W., Blodgett, S. L.,

How to Write a Bias Statement: Recommendations for Submissions to the Workshop on Gender Bias in NLP

Carlos Escolano, Marta R. Costa-jussà, José A.R. Fonollosa, Mikel Artetxe

Multilingual Machine Translation: Closing the Gap between Shared and Language-specific Encoder-Decoders

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics (2021).

2020

Magdalena Biesialska, Katarzyna Biesialska, Marta R. Costa-jussà

Continual Lifelong Learning in Natural Language Processing: A Survey

Proceedings of the 28th International Conference on Computational Linguistics (COLING) Association for Computational Linguistics (2020).

Marta R. Costa-jussà, Adrià de Jorge

Fine-tuning Neural Machine Translation on Gender-Balanced Datasets

Proceedings of the Second Workshop on Gender Bias in Natural Language Processing (2020).