| Aya model: An instruction finetuned open-access multilingual language model A Üstün, V Aryabumi, ZX Yong, WY Ko, D D'souza, G Onilude, N Bhandari, ... arXiv preprint arXiv:2402.07827, 2024 | 146 | 2024 |
| Estimating example difficulty using variance of gradients C Agarwal, D D'souza, S Hooker Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 118 | 2022 |
| MasakhaNER: Named entity recognition for African languages DI Adelani, J Abbott, G Neubig, D D’souza, J Kreutzer, C Lignos, ... Transactions of the Association for Computational Linguistics 9, 1116-1131, 2021 | 98 | 2021 |
| Aya dataset: An open-access collection for multilingual instruction tuning S Singh, F Vargus, D Dsouza, BF Karlsson, A Mahendiran, WY Ko, ... arXiv preprint arXiv:2402.06619, 2024 | 81 | 2024 |
| A tale of two long tails D D'souza, Z Nussbaum, C Agarwal, S Hooker arXiv preprint arXiv:2107.13098, 2021 | 19 | 2021 |
| Fair-ensemble: When fairness naturally emerges from deep ensembling WY Ko, D D'souza, K Nguyen, R Balestriero, S Hooker arXiv preprint arXiv:2303.00586, 2023 | 11 | 2023 |
| Aya expanse: Combining research breakthroughs for a new multilingual frontier J Dang, S Singh, D D'souza, A Ahmadian, A Salamanca, M Smith, ... arXiv preprint arXiv:2412.04261, 2024 | 4 | 2024 |
| Multilingual arbitrage: Optimizing data pools to accelerate multilingual progress A Odumakinde, D D'souza, P Verga, B Ermis, S Hooker arXiv preprint arXiv:2408.14960, 2024 | 1 | 2024 |
| MasakhaNER: Named Entity Recognition for African Languages D Ifeoluwa Adelani, J Abbott, G Neubig, D D'souza, J Kreutzer, C Lignos, ... arXiv e-prints, arXiv: 2103.11811, 2021 | | 2021 |
| FAIR-Ensemble: Homogeneous Deep Ensembling Naturally Attenuates Disparate Group Performances WY Ko, D D'souza, K Nguyen, R Balestriero, S Hooker | | |