Publications

Omnilingual SONAR Team, João Maria Janeiro, Pere-Lluís Huguet Cabot, Ioannis Tsiamas, Yen Meng, Vivek Iyer, Guillem Ramírez, Loic Barrault, Belen Alastruey, Yu-an Chung, Marta R. Costa-Jussa, David Dale, Kevin Heffernan, Jaehyeong Jo, Artyom Kozhevnikov, Alexandre Mourachko, Christophe Ropers, Holger Schwenk, Paul-Ambroise Duquenne (2026). Omnilingual SONAR: Cross-Lingual and Cross-Modal Sentence Embeddings Bridging Massively Multilingual Text and Speech.
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Omnilingual MT Team, Belen Alastruey, Niyati Bafna, Andrea Caciolai, Kevin Heffernan, Artyom Kozhevnikov, Christophe Ropers, Eduardo Sánchez, Charles-Eric Saint-James, Ioannis Tsiamas, Chierh Cheng, Joe Chuang, Paul-Ambroise Duquenne, Mark Duppenthaler, Nate 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 (2026). Omnilingual MT: Machine Translation for 1,600 Languages.
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Karim Ghonim, Pere-Lluís Huguet Cabot, Riccardo Orlando, Roberto Navigli (2025). RAED: Retrieval-Augmented Entity Description Generation for Emerging Entity Linking and Disambiguation. Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing.
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Giuliano Martinelli, Tommaso Bonomo, Pere-Lluís Huguet Cabot, Roberto Navigli (2025). BOOKCOREF: Coreference Resolution at Book Scale. Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers).
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Luca Moroni, Giovanni Puccetti, Pere-Lluís Huguet Cabot, Andrei Stefan Bejgu, Alessio Miaschi, Edoardo Barba, Felice Dell′Orletta, Andrea Esuli, Roberto Navigli (2025). Optimizing LLMs for Italian: Reducing Token Fertility and Enhancing Efficiency Through Vocabulary Adaptation. Findings of the Association for Computational Linguistics: NAACL 2025.
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Riccardo Orlando, Luca Moroni, Pere-Lluís Huguet Cabot, Simone Conia, Edoardo Barba, Sergio Orlandini, Giuseppe Fiameni, Roberto Navigli (2024). Minerva LLMs: The First Family of Large Language Models Trained from Scratch on Italian Data. Proceedings of the Tenth Italian Conference on Computational Linguistics (CLiC-it 2024).
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Stefano Perrella, Lorenzo Proietti, Pere-Lluís Huguet Cabot, Edoardo Barba, Roberto Navigli (2024). Beyond Correlation: Interpretable Evaluation of Machine Translation Metrics. Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing.
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Riccardo Orlando, Pere Lluı́s Huguet Cabot, Edoardo Barba, Roberto Navigli (2024). Retrieve, Read and LinK: Fast and Accurate Entity Linking and Relation Extraction on an Academic Budget. Findings of the Association for Computational Linguistics: ACL 2024.
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Abelardo Carlos Martinez Lorenzo, Pere-Lluı́s \TextbfHuguet Cabot, Karim Ghonim, Lu Xu, Hee-Soo Choi, Alberte Fernández-Castro, Roberto Navigli (2024). Mitigating Data Scarcity in Semantic Parsing across Languages with the Multilingual Semantic Layer and its Dataset. Findings of the Association for Computational Linguistics: ACL 2024.
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Marco Stranisci, Pere-Lluı́s \TextbfHuguet Cabot, Elisa Bassignana, Roberto Navigli (2024). Dissecting Biases in Relation Extraction: A Cross-Dataset Analysis on People′s Gender and Origin. Proceedings of the 5th Workshop on Gender Bias in Natural Language Processing (GeBNLP).
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