| 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 | 1873 | 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, ... | 1814 | 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 | 733 | 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 | 332 | 2022 |
| A fully-automated deep learning pipeline for cervical cancer classification Z Alyafeai, L Ghouti Expert Systems with Applications 141, 112951, 2020 | 209 | 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 | 205* | 2021 |
| 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 | 202 | 2022 |
| A survey on transfer learning in natural language processing Z Alyafeai, MS AlShaibani, I Ahmad arXiv preprint arXiv:2007.04239, 2020 | 103 | 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 | 87 | 2024 |
| Evaluating various tokenizers for Arabic text classification Z Alyafeai, MS Al-shaibani, M Ghaleb, I Ahmad Neural Processing Letters 55 (3), 2911-2933, 2022 | 57 | 2022 |
| Meter Classification of Arabic Poems Using Deep Bidirectional Recurrent Neural Networks MS Al-shaibani, Z Alyafeai, I Ahmad Pattern Recognition Letters, 2020 | 32 | 2020 |
| Arabicmmlu: Assessing massive multitask language understanding in arabic F Koto, H Li, S Shatnawi, J Doughman, AB Sadallah, A Alraeesi, ... ACL Findings 2024, 2024 | 31 | 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 | 29 | 2021 |
| Countermeasureing zero day attacks: asset-based approach F Azzedin, H Suwad, Z Alyafeai 2017 International Conference on High Performance Computing & Simulation …, 2017 | 25 | 2017 |
| 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 | 24* | 2020 |
| 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 | 21 | 2023 |
| 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 | 19 | 2022 |
| MetRec: A Dataset for Meter Classification of Arabic Poetry MS Al-shaibani, Z Alyafeai, I Ahmad Data in Brief, 106497, 2020 | 11 | 2020 |
| Stanceeval 2024: The first arabic stance detection shared task N Alturayeif, H Luqman, Z Alyafeai, A Yamani Proceedings of The Second Arabic Natural Language Processing Conference, 774-782, 2024 | 10 | 2024 |
| Masader Plus: A New Interface for Exploring+ 500 Arabic NLP Datasets Y Altaher, A Fadel, M Alotaibi, M Alyazidi, M Al-Mutairi, M Aldhbuiub, ... arXiv preprint arXiv:2208.00932, 2022 | 10* | 2022 |
Colin RaffelUniversity of Toronto, Vector Institute and Hugging FaceVerified email at cs.toronto.edu
