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 | 205* | 2022 |
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 | 142* | 2020 |
The gem benchmark: Natural language generation, its evaluation and metrics S Gehrmann, T Adewumi, K Aggarwal, PS Ammanamanchi, ... Proceedings of the 1st Workshop on Natural Language Generation, Evaluation …, 2021 | 130 | 2021 |
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 | 65 | 2021 |
KinyaBERT: A morphology-aware kinyarwanda language model N Antoine, RA Niyongabo Proceedings of ACL, 2022 | 33* | 2022 |
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 | 26 | 2022 |
KINNEWS and KIRNEWS: Benchmarking Cross-Lingual Text Classification for Kinyarwanda and Kirundi RA Niyongabo, H Qu, J Kreutzer, L Huang Proceedings of the 28th International Conference on Computational …, 2020 | 25 | 2020 |
Recognizing emotions from texts using a bert-based approach AF Adoma, NM Henry, W Chen, NR Andre 2020 17th International Computer Conference on Wavelet Active Media …, 2020 | 20 | 2020 |
Llm-prop: Predicting physical and electronic properties of crystalline solids from their text descriptions AN Rubungo, C Arnold, BP Rand, AB Dieng arXiv preprint arXiv:2310.14029, 2023 | 5 | 2023 |
Occgen: Selection of real-world multilingual parallel data balanced in gender within occupations M Costa-jussą, C Basta, O Domingo, A Rubungo Advances in Neural Information Processing Systems 35, 1445-1457, 2022 | 5 | 2022 |
AfriQA: Cross-lingual Open-Retrieval Question Answering for African Languages O Ogundepo, TR Gwadabe, CE Rivera, JH Clark, S Ruder, DI Adelani, ... Findings of the Association for Computational Linguistics: EMNLP 2023, 14957 …, 2023 | 4 | 2023 |
Weakly-supervised character-level convolutional neural networks for text classification Y Liu, W Chen, RA Niyongabo, H Qu, K Miao, F Wei Proceedings Of The 14th International Flins Conference (Flins 2020) 12, 701-708, 2020 | 1* | 2020 |
Bridging the Gap Between Practice and Theory in Deep Learning W Chen, C Cuchiero, H Daneshmand, S Jegelka, ZE Mariet, AN Rubungo, ... ICLR 2024 Workshops, 2024 | | 2024 |
Multi-Perspective Reasoning Transformers D Alemu Moges, R Andre Niyongabo, H Qu Proceedings of the 2021 13th International Conference on Machine Learning …, 2021 | | 2021 |