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Kelechi Ogueji
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Participatory Research for Low-resourced Machine Translation: A Case Study in African Languages
∀, W Nekoto, V Marivate, T Matsila, T Fasubaa, T Kolawole, ...
Findings of EMNLP 2020, 2020
124*2020
Quality at a glance: An audit of web-crawled multilingual datasets
J Kreutzer, I Caswell, L Wang, A Wahab, D van Esch, N Ulzii-Orshikh, ...
Transactions of the Association for Computational Linguistics 10, 50-72, 2022
1092022
Small Data? No Problem! Exploring the Viability of Pretrained Multilingual Language Models for Low-resourced Languages
K Ogueji, Y Zhu, J Lin
Proceedings of the 1st Workshop on Multilingual Representation Learning, 116-126, 2021
982021
MasakhaNER: Named Entity Recognition for African Languages
DI Adelani, J Abbott, G Neubig, D D'souza, J Kreutzer, C Lignos, ...
TACL 2021, 2021
592021
Masakhane--Machine Translation For Africa
∀, I Orife, J Kreutzer, B Sibanda, D Whitenack, K Siminyu, L Martinus, ...
AfricaNLP Workshop at ICLR 2020, 2020
49*2020
Towards Best Practices for Training Multilingual Dense Retrieval Models
X Zhang*, K Ogueji*, X Ma, J Lin
arXiv preprint arXiv:2204.02363, 2022
172022
PidginUNMT: Unsupervised Neural Machine Translation from West African Pidgin to English
K Ogueji, O Ahia
ML4D Workshop at NeurIPS 2019, 2019
152019
AfriTeVA: Extending? Small Data? Pretraining Approaches to Sequence-to-Sequence Models
OJ Ogundepo, A Oladipo, M Adeyemi, K Ogueji, J Lin
Proceedings of the Third Workshop on Deep Learning for Low-Resource Natural …, 2022
112022
An Exploration of Vocabulary Size and Transfer Effects in Multilingual Language Models for African Languages
A Oladipo, O Ogundepo, K Ogueji, J Lin
3rd Workshop on African Natural Language Processing, 2022
92022
Towards Supervised and Unsupervised Neural Machine Translation Baselines for Nigerian Pidgin
O Ahia*, K Ogueji*
AfricaNLP Workshop at ICLR 2020, 2020
92020
Intriguing Properties of Compression on Multilingual Models
K Ogueji, O Ahia, G Onilude, S Gehrmann, S Hooker, J Kreutzer
arXiv preprint arXiv:2211.02738, 2022
62022
What a Creole Wants, What a Creole Needs
H Lent, K Ogueji, M de Lhoneux, O Ahia, A Søgaard
arXiv preprint arXiv:2206.00437, 2022
32022
How good are Commercial Large Language Models on African Languages?
J Ojo, K Ogueji
4th Workshop on African Natural Language Processing, 2023
12023
AfriBERTa: Towards Viable Multilingual Language Models for Low-resource Languages
K Ogueji
University of Waterloo, 2022
12022
How good are Large Language Models on African Languages?
J Ojo, K Ogueji, P Stenetorp, DI Adelani
arXiv preprint arXiv:2311.07978, 2023
2023
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