Efficient Transformer for Direct Speech Translation. - Belen Alastruey; Gerard I. Gállego; Marta R. Costa-jussà (CoRR, 2021)

On the Locality of Attention in Direct Speech Translation. - Belen Alastruey; Javier Ferrando; Gerard I. Gállego; Marta R. Costa-jussà (ACL (student), 2022)

Towards Opening the Black Box of Neural Machine Translation: Source and Target Interpretations of the Transformer. - Javier Ferrando; Gerard I. Gállego; Belen Alastruey; Carlos Escolano; Marta R. Costa-jussà (EMNLP, 2022)

Multiformer: A Head-Configurable Transformer-Based Model for Direct Speech Translation. - Gerard Sant; Gerard I. Gállego; Belen Alastruey; Marta Ruiz Costa-jussà (NAACL-HLT (Student Research Workshop), 2022)

Multi-View Frequency-Attention Alternative to CNN Frontends for Automatic Speech Recognition. - Belen Alastruey; Lukas Drude; Jahn Heymann; Simon Wiesler (INTERSPEECH, 2023)

The Gender-GAP Pipeline: A Gender-Aware Polyglot Pipeline for Gender Characterisation in 55 Languages. - Benjamin Muller; Belen Alastruey; Prangthip Hansanti; Elahe Kalbassi; Christophe Ropers; Eric Michael Smith; Adina Williams; Luke Zettlemoyer; Pierre Andrews; Marta R. Costa-jussà (WMT, 2023)

Towards Real-World Streaming Speech Translation for Code-Switched Speech. - Belen Alastruey; Matthias Sperber; Christian Gollan; Dominic Telaar; Tim Ng; Aashish Agarwal (CoRR, 2023)

SpeechAlign: A Framework for Speech Translation Alignment Evaluation. - Belen Alastruey; Aleix Sant; Gerard I. Gállego; David Dale; Marta R. Costa-jussà (LREC/COLING, 2024)

Unveiling the Role of Pretraining in Direct Speech Translation. - Belen Alastruey; Gerard I. Gállego; Marta R. Costa-jussà (EMNLP, 2024)

Linguini: A benchmark for language-agnostic linguistic reasoning. - Eduardo Sánchez; Belen Alastruey; Christophe Ropers; Pontus Stenetorp; Mikel Artetxe; Marta R. Costa-jussà (CoRR, 2024)

2M-BELEBELE: Highly Multilingual Speech and American Sign Language Comprehension Dataset. - Marta R. Costa-jussà; Bokai Yu; Pierre Andrews; Belen Alastruey; Necati Cihan Camgöz; Joe Chuang; Jean Maillard; Christophe Ropers; Arina Turkantenko; Carleigh Wood (CoRR, 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; et al. (CoRR, 2024)

2M-BELEBELE: Highly Multilingual Speech and American Sign Language Comprehension Dataset Download PDF. - Marta R. Costa-jussà; Bokai Yu; Pierre Andrews; Belen Alastruey; Necati Cihan Camgöz; Joe Chuang; Jean Maillard; Christophe Ropers; Arina Turkatenko; Carleigh Wood (ACL (Findings), 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, 2025)