publications

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2023

  1. Regularization Techniques for Low-Resource Machine Translation
    Atrio, Àlex R.
    PhD Thesis. École Polytechnique Fédérale de Lausanne, Switzerland. 2023
    PDF
  2. LORES
    A Simplified Training Pipeline for Low-Resource and Unsupervised Machine Translation
    Atrio, Àlex R., Allemann, Alexis, Dolamic, Ljiljana, and Popescu-belis, Andrei
    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
    Popescu-belis, Andrei,  Atrio, Àlex R., Bernath, Bastien, Boisson, Etienne, Ferrari, Teo, Theimer-lienhard, Xavier, and Vernikos, Giorgos
    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

  1. LREC
    Constrained Language Models for Interactive Poem Generation
    Popescu-Belis, Andrei,  Atrio, Àlex R., Minder, Valentin, Xanthos, Aris, Luthier, Gabriel, Mattei, Simon, and Rodriguez, Antonio
    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
    Atrio, Àlex R., and Popescu-Belis, Andrei
    In Proceedings of the 23rd Annual Conference of the European Association for Machine Translation (EAMT) 2022
    PDF Code

2021

  1. ICON
    Small Batch Sizes Improve Training of Low-Resource Neural MT
    Atrio, Àlex R., and Popescu-Belis, Andrei
    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
    Atrio, Àlex R., Luthier, Gabriel, Fahy, Axel, Vernikos, Giorgos, Popescu-Belis, Andrei, and Dolamic, Ljiljana
    In Proceedings of the 6th Conference on Machine Translation (WMT) 2021
    PDF

2020

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

2019

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