Bloom: A 176b-parameter open-access multilingual language model T Le Scao, A Fan, C Akiki, E Pavlick, S Ilić, D Hesslow, R Castagné, ... | 1860 | 2023 |
Multitask prompted training enables zero-shot task generalization V Sanh, A Webson, C Raffel, SH Bach, L Sutawika, Z Alyafeai, A Chaffin, ... ICLR 2022, International Conference on Learning Representations, 2021 | 1847 | 2021 |
Crosslingual generalization through multitask finetuning N Muennighoff, T Wang, L Sutawika, A Roberts, S Biderman, TL Scao, ... ACL-2023, Proceedings of the 61st Annual Meeting of the Association for …, 2022 | 715 | 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, ... ACL 2022, Proceedings of the 60th Annual Meeting of the Association for …, 2022 | 329 | 2022 |
A Systematic Study and Comprehensive Evaluation of ChatGPT on Benchmark Datasets MTR Laskar, MS Bari, M Rahman, MAH Bhuiyan, S Joty, JX Huang ACL-2023, Proceedings of the 60th Annual Meeting of the Association for …, 2023 | 153 | 2023 |
What Language Model to Train if You Have One Million GPU Hours? T Le Scao, T Wang, D Hesslow, L Saulnier, S Bekman, MS Bari, ... EMNLP 2022, Findings on Empirical Methods in Natural Language Processing, 2022 | 115 | 2022 |
A Unified Linear-Time Framework For Sentence-Level Discourse Parsing X Lin, S Joty, P Jwalapuram, MS Bari ACL 2019, Proceedings of the 57th Annual Meeting of the Association for …, 2019 | 82 | 2019 |
Zero-Resource Cross-Lingual Named Entity Recognition MS Bari, S Joty, P Jwalapuram AAAI 2020, The Thirty-Fourth AAAI Conference on Artificial Intelligence, 2019 | 70 | 2019 |
Bloom+ 1: Adding language support to bloom for zero-shot prompting ZX Yong, H Schoelkopf, N Muennighoff, AF Aji, DI Adelani, K Almubarak, ... ACL-2023, Proceedings of the 61st Annual Meeting of the Association for …, 2022 | 56 | 2022 |
LNMap: Departures from isomorphic assumption in bilingual lexicon induction through non-linear mapping in latent space T Mohiuddin, MS Bari, S Joty EMNLP 2020, In Proceedings of the 2020 Conference on Empirical Methods in …, 2020 | 53 | 2020 |
When benchmarks are targets: Revealing the sensitivity of large language model leaderboards N Alzahrani, HA Alyahya, Y Alnumay, S Alrashed, S Alsubaie, ... ACL 2024, The 62nd Annual Meeting of the Association for Computational …, 2024 | 51 | 2024 |
UXLA: A Robust Unsupervised Data Augmentation Framework for Zero-Resource Cross-Lingual NLP MS Bari, T Mohiuddin, S Joty ACL-IJCNLP 2021, The Joint Conference of the 59th Annual Meeting of the …, 2021 | 49* | 2021 |
XCodeEval: A large scale multilingual multitask benchmark for code understanding, generation, translation and retrieval MAM Khan, MS Bari, XL Do, W Wang, MR Parvez, S Joty ACL-2024, The 62nd Annual Meeting of the Association for Computational …, 2023 | 44* | 2023 |
Data analytics: concepts, techniques, and applications; Chapter 2: Regression for Data Analytic MS Bari CRC Press, 2018 | 31* | 2018 |
A systematic survey and critical review on evaluating large language models: Challenges, limitations, and recommendations MTR Laskar, S Alqahtani, MS Bari, M Rahman, MAM Khan, H Khan, ... EMNLP-2024, Proceedings of the 2024 Conference on Empirical Methods in …, 2024 | 16 | 2024 |
BenLLM-Eval: A Comprehensive Evaluation into the Potentials and Pitfalls of Large Language Models on Bengali NLP M Kabir, MS Islam, MTR Laskar, MT Nayeem, MS Bari, E Hoque LREC-COLING 2024, Proceedings of the 2024 Joint International Conference on …, 2023 | 16 | 2023 |
Nearest Neighbour Few-Shot Learning for Cross-lingual Classification MS Bari, B Haider, S Mansour EMNLP 2021, Proceedings of the 2021 Conference on Empirical Methods in …, 2021 | 15 | 2021 |
Augvic: Exploiting bitext vicinity for low-resource nmt T Mohiuddin, MS Bari, S Joty arXiv preprint arXiv:2106.05141, 2021 | 10 | 2021 |
ALLaM: Large language models for arabic and english MS Bari, Y Alnumay, NA Alzahrani, NM Alotaibi, HA Alyahya, S AlRashed, ... ICLR 2025, The Thirteenth International Conference on Learning Representations., 2025 | 9 | 2025 |
Transfer learning for language model adaptation BM Saiful Nanyang Technological University, 2023 | 7 | 2023 |