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2026
2026
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EVE: A Domain-Specific LLM Framework for Earth Intelligence
Àlex R. Atrio, Antonio Lopez, Jino Rohit, and 6 more authors
In Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 6: Industry Track), Jul 2026
2025
2025
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Optimizing the Training Schedule of Multilingual NMT using Reinforcement Learning
Alexis Allemann, Àlex R. Atrio, and Andrei Popescu-Belis
In Proceedings of Machine Translation Summit XX: Volume 1, Jun 2025
2024
2024
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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, Jun 2024
2023
2023
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Regularization Techniques for Low-Resource Machine Translation
Àlex R. Atrio
PhD Thesis. École Polytechnique Fédérale de Lausanne, Switzerland. , Jun 2023
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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) , Jun 2023
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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) , Jun 2023
2022
2022
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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) , Jun 2022
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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) , Jun 2022
2021
2021
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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) , Jun 2021
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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) , Jun 2021
2020
2020
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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) , Jun 2020
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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) , Jun 2020
2019
2019
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On the Effect of Word Order on Cross-lingual Sentiment Analysis
Àlex R. Atrio, Toni Badia, and Jeremy Barnes
Procesamiento del Lenguaje Natural (SEPLN), Jun 2019