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David Ifeoluwa Adelani
David Ifeoluwa Adelani
Other namesDavid Adelani, David I. Adelani
McGill University and Mila - Quebec AI Institute and Canada CIFAR AI Chair
Verified email at mila.quebec - Homepage
Title
Cited by
Cited by
Year
Bloom: A 176b-parameter open-access multilingual language model
T Le Scao, A Fan, C Akiki, E Pavlick, S Ilić, D Hesslow, R Castagné, ...
16322023
Demographic inference and representative population estimates from multilingual social media data
Z Wang, S Hale, DI Adelani, P Grabowicz, T Hartman, F Flöck, D Jurgens
The world wide web conference, 2056-2067, 2019
2562019
The bigscience roots corpus: A 1.6 tb composite multilingual dataset
H Laurençon, L Saulnier, T Wang, C Akiki, A Villanova del Moral, ...
Advances in Neural Information Processing Systems 35, 31809-31826, 2022
1712022
Generating sentiment-preserving fake online reviews using neural language models and their human-and machine-based detection
DI Adelani, H Mai, F Fang, HH Nguyen, J Yamagishi, I Echizen
Advanced information networking and applications: Proceedings of the 34th …, 2020
1592020
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
118*2021
Adapting pre-trained language models to African languages via multilingual adaptive fine-tuning
JO Alabi, DI Adelani, M Mosbach, D Klakow
COLING, 2022
1052022
Naijasenti: A nigerian twitter sentiment corpus for multilingual sentiment analysis
SH Muhammad, DI Adelani, IS Ahmad, I Abdulmumin, BS Bello, ...
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022
792022
Afrisenti: A twitter sentiment analysis benchmark for african languages
SH Muhammad, I Abdulmumin, AA Ayele, N Ousidhoum, DI Adelani, ...
EMNLP, 2023
632023
Transfer learning and distant supervision for multilingual transformer models: A study on African languages
MA Hedderich, D Adelani, D Zhu, J Alabi, U Markus, D Klakow
Proceedings of the 2020 Conference on Empirical Methods in Natural Language …, 2020
602020
Massive vs. curated embeddings for low-resourced languages: the case of Yorùbá and Twi
J Alabi, K Amponsah-Kaakyire, D Adelani, C Espana-Bonet
Proceedings of the Twelfth Language Resources and Evaluation Conference …, 2020
58*2020
A Few Thousand Translations Go a Long Way! Leveraging Pre-trained Models for African News Translation
DI Adelani, JO Alabi, A Fan, J Kreutzer, X Shen, M Reid, D Ruiter, ...
Proceedings of the 2022 Conference of the North American Chapter of the …, 2022
54*2022
Bloom+ 1: Adding language support to bloom for zero-shot prompting
ZX Yong, H Schoelkopf, N Muennighoff, AF Aji, DI Adelani, K Almubarak, ...
arXiv preprint arXiv:2212.09535, 2022
502022
SemEval-2023 task 12: sentiment analysis for african languages (AfriSenti-SemEval)
SH Muhammad, I Abdulmumin, SM Yimam, DI Adelani, IS Ahmad, ...
arXiv preprint arXiv:2304.06845, 2023
492023
The Effect of Domain and Diacritics in Yorùbá-English Neural Machine Translation
DI Adelani, D Ruiter, JO Alabi, D Adebonojo, A Ayeni, M Adeyemi, ...
Proceedings of Machine Translation Summit XVIII: Research Track, 61–75, 2021
43*2021
Investigating the impact of pre-trained word embeddings on memorization in neural networks
A Thomas, DI Adelani, A Davody, A Mogadala, D Klakow
Text, Speech, and Dialogue: 23rd International Conference, TSD 2020, Brno …, 2020
432020
MCSE: Multimodal Contrastive Learning of Sentence Embeddings
M Zhang, M Mosbach, DI Adelani, MA Hedderich, D Klakow
Proceedings of the 2022 Conference of the North American Chapter of the …, 2022
332022
SIB-200: A simple, inclusive, and big evaluation dataset for topic classification in 200+ languages and dialects
DI Adelani, H Liu, X Shen, N Vassilyev, JO Alabi, Y Mao, H Gao, AES Lee
EACL, 2024
312024
Is BERT Robust to Label Noise? A Study on Learning with Noisy Labels in Text Classification
D Zhu, MA Hedderich, F Zhai, DI Adelani, D Klakow
Proceedings of the Third Workshop on Insights from Negative Results in NLP, 2022
312022
Pre-Trained Multilingual Sequence-to-Sequence Models: A Hope for Low-Resource Language Translation?
ESA Lee, S Thillainathan, S Nayak, S Ranathunga, DI Adelani, R Su, ...
Findings of the Association for Computational Linguistics: ACL 2022, 2022
302022
Xtreme-up: A user-centric scarce-data benchmark for under-represented languages
S Ruder, JH Clark, A Gutkin, M Kale, M Ma, M Nicosia, S Rijhwani, P Riley, ...
arXiv preprint arXiv:2305.11938, 2023
242023
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