Beyond the imitation game: Quantifying and extrapolating the capabilities of language models A Srivastava, A Rastogi, A Rao, AAM Shoeb, A Abid, A Fisch, AR Brown, ... arXiv preprint arXiv:2206.04615, 2022 | 834 | 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 | 104* | 2021 |
Adapting pre-trained language models to African languages via multilingual adaptive fine-tuning JO Alabi, DI Adelani, M Mosbach, D Klakow arXiv preprint arXiv:2204.06487, 2022 | 85 | 2022 |
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 arXiv preprint arXiv:2010.03179, 2020 | 55 | 2020 |
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 | 49* | 2020 |
A Few Thousand Translations Go a Long Way! Leveraging Pre-trained Models for African News Translation D Ifeoluwa Adelani, J Oluwadara Alabi, A Fan, J Kreutzer, X Shen, M Reid, ... arXiv e-prints, arXiv: 2205.02022, 2022 | 44* | 2022 |
The Effect of Domain and Diacritics in Yor\ub\'a-English Neural Machine Translation DI Adelani, D Ruiter, JO Alabi, D Adebonojo, A Ayeni, M Adeyemi, ... arXiv preprint arXiv:2103.08647, 2021 | 35* | 2021 |
UNIQORN: unified question answering over RDF knowledge graphs and natural language text S Pramanik, J Alabi, RS Roy, G Weikum arXiv preprint arXiv:2108.08614, 2021 | 33 | 2021 |
Masakhaner 2.0: Africa-centric transfer learning for named entity recognition DI Adelani, G Neubig, S Ruder, S Rijhwani, M Beukman, C Palen-Michel, ... arXiv preprint arXiv:2210.12391, 2022 | 18 | 2022 |
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 arXiv preprint arXiv:2309.07445, 2023 | 15 | 2023 |
Masakhanews: News topic classification for african languages DI Adelani, M Masiak, IA Azime, J Alabi, AL Tonja, C Mwase, O Ogundepo, ... arXiv preprint arXiv:2304.09972, 2023 | 13 | 2023 |
Bibletts: a large, high-fidelity, multilingual, and uniquely african speech corpus J Meyer, DI Adelani, E Casanova, A Öktem, DWJ Weber, S Kabongo, ... arXiv preprint arXiv:2207.03546, 2022 | 13 | 2022 |
Afriqa: Cross-lingual open-retrieval question answering for african languages O Ogundepo, TR Gwadabe, CE Rivera, JH Clark, S Ruder, DI Adelani, ... arXiv preprint arXiv:2305.06897, 2023 | 6 | 2023 |
UdS-DFKI@ WMT20: Unsupervised MT and very low resource supervised MT for German-Upper Sorbian S Dutta, J Alabi, S Bandyopadhyay, D Ruiter, J van Genabith Proceedings of the Fifth Conference on Machine Translation, 1092-1098, 2020 | 6 | 2020 |
YORC: Yoruba Reading Comprehension dataset A Aremu, JO Alabi, DI Adelani arXiv preprint arXiv:2308.09768, 2023 | 5 | 2023 |
MasakhaPOS: part-of-speech tagging for typologically diverse African languages CMB Dione, D Adelani, P Nabende, J Alabi, T Sindane, H Buzaaba, ... arXiv preprint arXiv:2305.13989, 2023 | 4 | 2023 |
Separating grains from the chaff: Using data filtering to improve multilingual translation for low-resourced African languages I Abdulmumin, M Beukman, JO Alabi, C Emezue, E Asiko, T Adewumi, ... arXiv preprint arXiv:2210.10692, 2022 | 4 | 2022 |
Few-shot pidgin text adaptation via contrastive fine-tuning E Chang, JO Alabi, DI Adelani, V Demberg Proceedings of the 29th International Conference on Computational …, 2022 | 4* | 2022 |
Edinsaar@ wmt21: North-germanic low-resource multilingual nmt S Tchistiakova, J Alabi, KD Chowdhury, S Dutta, D Ruiter arXiv preprint arXiv:2109.14368, 2021 | 4 | 2021 |
Varepsilon kú mask: Integrating Yorùbá cultural greetings into machine translation I Akinade, J Alabi, D Adelani, C Odoje, D Klakow Proceedings of the First Workshop on Cross-Cultural Considerations in NLP …, 2023 | 3 | 2023 |