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 | 158* | 2020 |
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 | 135 | 2021 |
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 | 111 | 2022 |
MasakhaNER: Named Entity Recognition for African Languages DI Adelani, J Abbott, G Neubig, D D'souza, J Kreutzer, C Lignos, ... TACL 2021, 2021 | 78 | 2021 |
Masakhane--Machine Translation For Africa ∀, I Orife, J Kreutzer, B Sibanda, D Whitenack, K Siminyu, L Martinus, ... AfricaNLP Workshop at ICLR 2020, 2020 | 61* | 2020 |
Towards Best Practices for Training Multilingual Dense Retrieval Models X Zhang*, K Ogueji*, X Ma, J Lin arXiv preprint arXiv:2204.02363, 2022 | 26 | 2022 |
PidginUNMT: Unsupervised Neural Machine Translation from West African Pidgin to English K Ogueji, O Ahia ML4D Workshop at NeurIPS 2019, 2019 | 20 | 2019 |
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 | 19 | 2022 |
Towards Supervised and Unsupervised Neural Machine Translation Baselines for Nigerian Pidgin O Ahia*, K Ogueji* AfricaNLP Workshop at ICLR 2020, 2020 | 14 | 2020 |
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 | 8 | 2022 |
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 | 7 | 2022 |
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 | 6 | 2022 |
How good are Large Language Models on African Languages? J Ojo, K Ogueji, P Stenetorp, DI Adelani arXiv preprint arXiv:2311.07978, 2023 | 5 | 2023 |
AfriBERTa: Towards Viable Multilingual Language Models for Low-resource Languages K Ogueji University of Waterloo, 2022 | 5 | 2022 |
Curry-DPO: Enhancing Alignment using Curriculum Learning & Ranked Preferences P Pattnaik, R Maheshwary, K Ogueji, V Yadav, ST Madhusudhan arXiv preprint arXiv:2403.07230, 2024 | 3 | 2024 |
How good are Commercial Large Language Models on African Languages? J Ojo, K Ogueji 4th Workshop on African Natural Language Processing, 2023 | 1 | 2023 |
Multi-Reference Preference Optimization for Large Language Models H Le, Q Tran, D Nguyen, K Do, S Mittal, K Ogueji, S Venkatesh arXiv preprint arXiv:2405.16388, 2024 | | 2024 |