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Daniel D'souza
Daniel D'souza
Senior Data Scientist
Verified email at umich.edu - Homepage
Title
Cited by
Cited by
Year
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
792022
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
702021
A tale of two long tails
D D'souza, Z Nussbaum, C Agarwal, S Hooker
arXiv preprint arXiv:2107.13098, 2021
162021
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
82024
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
42023
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
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Articles 1–7