publications

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2025

2025

  1. ESA-NASA
    EVE: A Suite of LLM and Data for Earth Observation and Earth Sciences
    Àlex R. Atrio, Antonio Lopez, Marcello Politi, and 6 more authors
    ESA-NASA International Workshop on AI Foundation Model for EO (ESA-ESRIN), Frascati, Italy, 2025
    PDF

2024

2024

  1. ArXiv
    Optimizing the Training Schedule of Multilingual NMT using Reinforcement Learning
    Alexis Allemann, Àlex R Atrio, and Andrei Popescu-Belis
    arXiv preprint arXiv:2410.06118, 2024
    PDF
  2. ArXiv
    Can the Variation of Model Weights be used as a Criterion for Self-Paced Multilingual NMT?
    Àlex R Atrio, Alexis Allemann, Ljiljana Dolamic, and 1 more author
    arXiv preprint arXiv:2410.04147, 2024
    PDF

2023

2023

  1. Thesis
    Regularization Techniques for Low-Resource Machine Translation
    Àlex R. Atrio
    PhD Thesis. École Polytechnique Fédérale de Lausanne, Switzerland. , 2023
    PDF
  2. LORES
    A Simplified Training Pipeline for Low-Resource and Unsupervised Machine Translation
    Àlex R. Atrio, Alexis Allemann, Ljiljana Dolamic, and 1 more author
    In Proceedings of the The Sixth Workshop on Technologies for Machine Translation of Low-Resource Languages (LoResMT) , 2023
    PDF Code
  3. LaTeCH
    GPoeT: a Language Model Trained for Rhyme Generation on Synthetic Data
    Andrei Popescu-belis, Àlex R. Atrio, Bastien Bernath, and 4 more authors
    In Proceedings of the 7th Joint SIGHUM Workshop on Computational Linguistics for Cultural Heritage, Social Sciences, Humanities and Literature (LaTeCH-CLfL) , 2023
    PDF Code

2022

2022

  1. LREC
    Constrained Language Models for Interactive Poem Generation
    Andrei Popescu-Belis, Àlex R. Atrio, Valentin Minder, and 4 more authors
    In Proceedings of the Thirteenth Language Resources and Evaluation Conference (LREC) , 2022
    PDF
  2. EAMT
    On the Interaction of Regularization Factors in Low-resource Neural Machine Translation
    Àlex R. Atrio and Andrei Popescu-Belis
    In Proceedings of the 23rd Annual Conference of the European Association for Machine Translation (EAMT) , 2022
    PDF Code

2021

2021

  1. ICON
    Small Batch Sizes Improve Training of Low-Resource Neural MT
    Àlex R. Atrio and Andrei Popescu-Belis
    In Proceedings of the 18th International Conference on Natural Language Processing (ICON) , 2021
    PDF
  2. WMT
    The IICT-Yverdon System for the WMT 2021 Unsupervised MT and Very Low Resource Supervised MT Task
    Àlex R. Atrio, Gabriel Luthier, Axel Fahy, and 3 more authors
    In Proceedings of the 6th Conference on Machine Translation (WMT) , 2021
    PDF

2020

2020

  1. SwissText
    Interactive Poem Generation: when Language Models support Human Creativity
    Andrei Popescu-Belis, Aris Xanthos, Valentin Minder, and 3 more authors
    Presentation at the 5th Swiss Text Analytics and 16th KONVENS Conference (SwissText-KONVENS) , 2020
    Slides
  2. Création Poétique Assistée par Ordinateur (CPAO)
    Àlex R. Atrio, Valentin Minder, Gabriel Luthier, and 1 more author
    Presentation at the Data Science Seminar, (IICT / HEIG-VD) , 2020

2019

2019

  1. SEPLN
    On the Effect of Word Order on Cross-lingual Sentiment Analysis
    Àlex R. Atrio, Toni Badia, and Jeremy Barnes
    Procesamiento del Lenguaje Natural (SEPLN), 2019
    PDF Code