Multitask prompted training enables zero-shot task generalization V Sanh, A Webson, C Raffel, SH Bach, L Sutawika, Z Alyafeai, A Chaffin, ... International Conference on Learning Representations (ICLR), 2022 | 1362 | 2022 |
Bloom: A 176b-parameter open-access multilingual language model T Le Scao, A Fan, C Akiki, E Pavlick, S Ilić, D Hesslow, R Castagné, ... | 1313 | 2023 |
Crosslingual generalization through multitask finetuning N Muennighoff, T Wang, L Sutawika, A Roberts, S Biderman, TL Scao, ... Annual Meeting of the Association for Computational Linguistics (ACL), 2022 | 457 | 2022 |
Promptsource: An integrated development environment and repository for natural language prompts SH Bach, V Sanh, ZX Yong, A Webson, C Raffel, NV Nayak, A Sharma, ... Annual Meeting of the Association for Computational Linguistics: System …, 2022 | 264 | 2022 |
A fully-automated deep learning pipeline for cervical cancer classification Z Alyafeai, L Ghouti Expert Systems with Applications 141, 112951, 2020 | 177 | 2020 |
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 | 132 | 2022 |
A survey on transfer learning in natural language processing Z Alyafeai, MS AlShaibani, I Ahmad arXiv preprint arXiv:2007.04239, 2020 | 76 | 2020 |
Between words and characters: A brief history of open-vocabulary modeling and tokenization in NLP SJ Mielke, Z Alyafeai, E Salesky, C Raffel, M Dey, M Gallé, A Raja, C Si, ... arXiv preprint arXiv:2112.10508, 2021 | 63 | 2021 |
Evaluating various tokenizers for Arabic text classification Z Alyafeai, MS Al-shaibani, M Ghaleb, I Ahmad Neural Processing Letters 55 (3), 2911-2933, 2022 | 34 | 2022 |
Meter Classification of Arabic Poems Using Deep Bidirectional Recurrent Neural Networks MS Al-shaibani, Z Alyafeai, I Ahmad Pattern Recognition Letters, 2020 | 25 | 2020 |
Aya dataset: An open-access collection for multilingual instruction tuning S Singh, F Vargus, D Dsouza, BF Karlsson, A Mahendiran, WY Ko, ... arXiv preprint arXiv:2402.06619, 2024 | 23 | 2024 |
Masader: Metadata sourcing for arabic text and speech data resources Z Alyafeai, M Masoud, M Ghaleb, MS Al-shaibani Language Resources and Evaluation Conference (LREC), 2021 | 22 | 2021 |
ARBML: Democratizing Arabic Natural Language Processing Tools Z Alyafeai, M Al-Shaibani Proceedings of Second Workshop for NLP Open Source Software (NLP-OSS), 8-13, 2020 | 17 | 2020 |
Documenting geographically and contextually diverse data sources: The bigscience catalogue of language data and resources A McMillan-Major, Z Alyafeai, S Biderman, K Chen, F De Toni, G Dupont, ... arXiv preprint arXiv:2201.10066, 2022 | 13 | 2022 |
Taqyim: Evaluating arabic nlp tasks using chatgpt models Z Alyafeai, MS Alshaibani, B AlKhamissi, H Luqman, E Alareqi, A Fadel arXiv preprint arXiv:2306.16322, 2023 | 10 | 2023 |
MetRec: A Dataset for Meter Classification of Arabic Poetry MS Al-shaibani, Z Alyafeai, I Ahmad Data in Brief, 106497, 2020 | 7 | 2020 |
Calliar: An Online Handwritten Dataset for Arabic Calligraphy Z Alyafeai, MS Al-shaibani, M Ghaleb, YA Al-Wajih Neural Computing and Applications, 2022 | 6 | 2022 |
Arabicmmlu: Assessing massive multitask language understanding in arabic F Koto, H Li, S Shatnawi, J Doughman, AB Sadallah, A Alraeesi, ... arXiv preprint arXiv:2402.12840, 2024 | 4 | 2024 |
Arabic Compact Language Modelling for Resource Limited Devices Z Alyafeai, I Ahmad Proceedings of the Sixth Arabic Natural Language Processing Workshop (WANLP), 2021 | 3 | 2021 |
Bigganex: A Dive into the Latent Space of Biggan Z Alyafeai The Gradient, 2018 | 3 | 2018 |