No Language Left Behind: Scaling Human-Centered Machine Translation. - Marta R. Costa-jussà; James Cross 003; Onur Çelebi; Maha Elbayad; Kenneth Heafield; Kevin Heffernan; Elahe Kalbassi; Janice Lam; Daniel Licht; Jean Maillard; Anna Y. Sun; Skyler Wang; et al. (CoRR, 2022)

Multilingual Holistic Bias: Extending Descriptors and Patterns to Unveil Demographic Biases in Languages at Scale. - Marta R. Costa-jussà; Pierre Andrews; Eric Michael Smith; Prangthip Hansanti; Christophe Ropers; Elahe Kalbassi; Cynthia Gao; Daniel Licht; Carleigh Wood (EMNLP, 2023)

HalOmi: A Manually Annotated Benchmark for Multilingual Hallucination and Omission Detection in Machine Translation. - David Dale; Elena Voita; Janice Lam; Prangthip Hansanti; Christophe Ropers; Elahe Kalbassi; Cynthia Gao; Loïc Barrault; Marta R. Costa-jussà (EMNLP, 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)

SeamlessM4T-Massively Multilingual & Multimodal Machine Translation. - Seamless Communication; Loïc Barrault; Yu-An Chung; Mariano Coria Meglioli; David Dale; Ning Dong; Paul-Ambroise Duquenne; Hady Elsahar; Hongyu Gong; Kevin Heffernan; John Hoffman; Christopher Klaiber; et al. (CoRR, 2023)

Seamless: Multilingual Expressive and Streaming Speech Translation. - Loïc Barrault; Yu-An Chung; Mariano Coria Meglioli; David Dale; Ning Dong; Mark Duppenthaler; Paul-Ambroise Duquenne; Brian Ellis; Hady Elsahar; Justin Haaheim; John Hoffman; Min-Jae Hwang; et al. (CoRR, 2023)

MuTox: Universal MUltilingual Audio-based TOXicity Dataset and Zero-shot Detector. - Marta R. Costa-jussà; Mariano Coria Meglioli; Pierre Andrews; David Dale; Prangthip Hansanti; Elahe Kalbassi; Alexandre Mourachko; Christophe Ropers; Carleigh Wood (ACL (Findings), 2024)

Towards Red Teaming in Multimodal and Multilingual Translation. - Christophe Ropers; David Dale; Prangthip Hansanti; Gabriel Mejia Gonzalez; Ivan Evtimov; Corinne Wong; Christophe Touret; Kristina Pereyra; Seohyun Sonia Kim; Cristian Canton-Ferrer; Pierre Andrews; Marta R. Costa-jussà (CoRR, 2024)

Towards Massive Multilingual Holistic Bias. - Xiaoqing Ellen Tan; Prangthip Hansanti; Carleigh Wood; Bokai Yu; Christophe Ropers; Marta R. Costa-jussà (CoRR, 2024)