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2020 – today
- 2026
[i7]Belen Alastruey, Niyati Bafna, Andrea Caciolai, Kevin Heffernan, Artyom Kozhevnikov, Christophe Ropers, Eduardo Sánchez, Charles-Éric Saint-James, Ioannis Tsiamas, Chierh Cheng, Joe Chuang, Paul-Ambroise Duquenne, Mark Duppenthaler, Nathanial Paul Ekberg, Cynthia Gao, Pere Lluís Huguet Cabot, João Maria Janeiro, Jean Maillard, Gabriel Mejia Gonzalez, Holger Schwenk, Edan Toledo, Arina Turkatenko, Albert Ventayol-Boada, Rashel Moritz, Alexandre Mourachko, Surya Parimi, Mary Williamson, Shireen Yates, David Dale, Marta R. Costa-jussà:
Omnilingual MT: Machine Translation for 1,600 Languages. CoRR abs/2603.16309 (2026)- [i6]João Maria Janeiro, Pere-Lluís Huguet Cabot, Ioannis Tsiamas, Yen Meng, Vivek Iyer, Guillem Ramírez, Loïc Barrault, Belen Alastruey, Yu-An Chung, Marta R. Costa-jussà, David Dale, Kevin Heffernan, Jaehyeong Jo, Artyom Kozhevnikov, Alexandre Mourachko, Christophe Ropers, Holger Schwenk, Paul-Ambroise Duquenne:
Omnilingual SONAR: Cross-Lingual and Cross-Modal Sentence Embeddings Bridging Massively Multilingual Text and Speech. CoRR abs/2603.16606 (2026) - [i5]João Maria Janeiro, Mathurin Videau, Andrea Caciolai, Benjamin Piwowarski, Patrick Gallinari, Loïc Barrault:
Are We Evaluating Knowledge or Phrasing? Mitigating MCQA Sensitivity with ParaEval. CoRR abs/2606.10657 (2026) - 2025
- [c2]João Maria Janeiro
, Benjamin Piwowarski, Patrick Gallinari, Loïc Barrault:
MEXMA: Token-level objectives improve sentence representations. ACL (1) 2025: 23960-23995 - [c1]João Maria Janeiro, Belen Alastruey, Francisco Massa, Maha Elbayad, Benjamin Piwowarski, Patrick Gallinari, Loïc Barrault:
Mixture of Languages: Improved Multilingual Encoders Through Language Grouping. EMNLP 2025: 29707-29722 - [i4]Belen Alastruey, João Maria Janeiro, Alexandre Allauzen, Maha Elbayad, Loïc Barrault, Marta R. Costa-jussà:
Interference Matrix: Quantifying Cross-Lingual Interference in Transformer Encoders. CoRR abs/2508.02256 (2025) - 2024
- [i3]João Maria Janeiro, Benjamin Piwowarski, Patrick Gallinari, Loïc Barrault:
MEXMA: Token-level objectives improve sentence representations. CoRR abs/2409.12737 (2024) - [i2]LCM team, Loïc Barrault, Paul-Ambroise Duquenne, Maha Elbayad, Artyom Kozhevnikov, Belen Alastruey, Pierre Andrews, Mariano Coria, Guillaume Couairon, Marta R. Costa-jussà, David Dale, Hady Elsahar, Kevin Heffernan, João Maria Janeiro, Tuan Tran, Christophe Ropers, Eduardo Sánchez, Robin San Roman, Alexandre Mourachko, Safiyyah Saleem, Holger Schwenk:
Large Concept Models: Language Modeling in a Sentence Representation Space. CoRR abs/2412.08821 (2024) - 2023
- [i1]João Maria Janeiro, Stanislav Frolov, Alaaeldin El-Nouby, Jakob Verbeek:
Are Visual Recognition Models Robust to Image Compression? CoRR abs/2304.04518 (2023)
Coauthor Index
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