| No language left behind: Scaling human-centered machine translation NLLB Team, MR Costa-jussà, J Cross, O Çelebi, M Elbayad, K Heafield, ... arXiv preprint arXiv:2207.04672, 2022 | 785* | 2022 |
| Depth-adaptive transformer M Elbayad, J Gu, E Grave, M Auli arXiv preprint arXiv:1910.10073, 2019 | 191 | 2019 |
| Pervasive attention: 2D convolutional neural networks for sequence-to-sequence prediction M Elbayad, L Besacier, J Verbeek CoNLL 2018-Conference on Computational Natural Language Learning, 97–107, 2018 | 118 | 2018 |
| SeamlessM4T - Massively Multilingual & Multimodal Machine Translation S Communication, L Barrault, YA Chung, MC Meglioli, D Dale, N Dong, ... arXiv preprint arXiv:2308.11596, 2023 | 113* | 2023 |
| Findings of the IWSLT 2022 Evaluation Campaign. A Anastasopoulos, L Barrault, L Bentivogli, MZ Boito, O Bojar, R Cattoni, ... Proceedings of the 19th international conference on spoken language …, 2022 | 112 | 2022 |
| Seamless: Multilingual Expressive and Streaming Speech Translation L Barrault, YA Chung, MC Meglioli, D Dale, N Dong, M Duppenthaler, ... arXiv preprint arXiv:2312.05187, 2023 | 109 | 2023 |
| No language left behind: Scaling human-centered machine translation N Team, MR Costa-Jussà, J Cross, O Çelebi, M Elbayad, K Heafield, ... arXiv preprint arXiv:2207.04672, 2022 | 81 | 2022 |
| Efficient wait-k models for simultaneous machine translation M Elbayad, L Besacier, J Verbeek arXiv preprint arXiv:2005.08595, 2020 | 71 | 2020 |
| Scaling neural machine translation to 200 languages Nature 630 (8018), 841-846, 2024 | 32 | 2024 |
| SpiRit-LM: Interleaved Spoken and Written Language Model TA Nguyen, B Muller, B Yu, MR Costa-Jussa, M Elbayad, S Popuri, ... Transactions of the Association for Computational Linguistics 13, 30-52, 2025 | 28 | 2025 |
| Token-level and sequence-level loss smoothing for RNN language models M Elbayad, L Besacier, J Verbeek arXiv preprint arXiv:1805.05062, 2018 | 24 | 2018 |
| Causes and cures for interference in multilingual translation U Shaham, M Elbayad, V Goswami, O Levy, S Bhosale arXiv preprint arXiv:2212.07530, 2022 | 21 | 2022 |
| Online versus offline NMT quality: An in-depth analysis on English-German and German-English M Elbayad, M Ustaszewski, E Esperança-Rodier, FB Manquat, J Verbeek, ... arXiv preprint arXiv:2006.00814, 2020 | 13 | 2020 |
| On-trac consortium for end-to-end and simultaneous speech translation challenge tasks at iwslt 2020 M Elbayad, H Nguyen, F Bougares, N Tomashenko, A Caubrière, ... arXiv preprint arXiv:2005.11861, 2020 | 10 | 2020 |
| Merging text transformer models from different initializations N Verma, M Elbayad arXiv preprint arXiv:2403.00986, 2024 | 8 | 2024 |
| Fixing MoE over-fitting on low-resource languages in multilingual machine translation M Elbayad, A Sun, S Bhosale arXiv preprint arXiv:2212.07571, 2022 | 8 | 2022 |
| Added toxicity mitigation at inference time for multimodal and massively multilingual translation MR Costa-jussà, D Dale, M Elbayad, B Yu arXiv preprint arXiv:2311.06532, 2023 | 4 | 2023 |
| Towards being parameter-efficient: A stratified sparsely activated transformer with dynamic capacity H Xu, M Elbayad, K Murray, J Maillard, V Goswami arXiv preprint arXiv:2305.02176, 2023 | 3 | 2023 |
| Large Concept Models: Language Modeling in a Sentence Representation Space LCM Team, L Barrault, PA Duquenne, M Elbayad, A Kozhevnikov, ... arXiv preprint arXiv:2412.08821, 2024 | 2* | 2024 |
| Efficiently upgrading multilingual machine translation models to support more languages S Sun, M Elbayad, A Sun, J Cross arXiv preprint arXiv:2302.03528, 2023 | 2 | 2023 |
laurent besacierProfessor in Computer ScienceEmail verificata su imag.fr