João Maria Janeiro

According to our database, João Maria Janeiro authored at least 7 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Omnilingual SONAR: Cross-Lingual and Cross-Modal Sentence Embeddings Bridging Massively Multilingual Text and Speech.

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

CoRR, March, 2026

Omnilingual MT: Machine Translation for 1,600 Languages.

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

CoRR, March, 2026

2025

Interference Matrix: Quantifying Cross-Lingual Interference in Transformer Encoders.

Belen Alastruey, João Maria Janeiro, Alexandre Allauzen, Maha Elbayad, Loïc Barrault, Marta R. Costa-jussà

CoRR, August, 2025

Mixture of Languages: Improved Multilingual Encoders Through Language Grouping.

João Maria Janeiro, Belen Alastruey, Francisco Massa, Maha Elbayad, Benjamin Piwowarski, Patrick Gallinari, Loïc Barrault

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

MEXMA: Token-level objectives improve sentence representations.

João Maria Janeiro, Benjamin Piwowarski, Patrick Gallinari, Loïc Barrault

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

Large Concept Models: Language Modeling in a Sentence Representation Space.

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

CoRR, 2024

2023

Are Visual Recognition Models Robust to Image Compression?

João Maria Janeiro, Stanislav Frolov, Alaaeldin El-Nouby, Jakob Verbeek

CoRR, 2023