| 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, ... TACL 2022, previously AfricaNLP Workshop 2021 at EACL 2021, 2021 | 271* | 2021 |
| 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 | 189* | 2020 |
| Aya model: An instruction finetuned open-access multilingual language model A Üstün, V Aryabumi, ZX Yong, WY Ko, D D'souza, G Onilude, N Bhandari, ... arXiv preprint arXiv:2402.07827, 2024 | 156 | 2024 |
| Joey NMT: A Minimalist NMT Toolkit for Novices J Kreutzer, J Bastings, S Riezler Proceedings of the 2019 Conference on Empirical Methods in Natural Language …, 2019 | 135 | 2019 |
| Back to basics: Revisiting reinforce style optimization for learning from human feedback in llms A Ahmadian, C Cremer, M Gallé, M Fadaee, J Kreutzer, O Pietquin, ... arXiv preprint arXiv:2402.14740, 2024 | 117 | 2024 |
| MasakhaNER: Named Entity Recognition for African Languages DI Adelani, J Abbott, G Neubig, D D'souza, J Kreutzer, C Lignos, ... TACL 2021, 2021 | 100 | 2021 |
| Can Neural Machine Translation be Improved with User Feedback? J Kreutzer, S Khadivi, E Matusov, S Riezler Proceedings of the 2018 Conference of the North American Chapter of the …, 2018 | 100 | 2018 |
| Building machine translation systems for the next thousand languages A Bapna, I Caswell, J Kreutzer, O Firat, D van Esch, A Siddhant, M Niu, ... arXiv preprint arXiv:2205.03983, 2022 | 93 | 2022 |
| Reliability and Learnability of Human Bandit Feedback for Sequence-to-Sequence Reinforcement Learning J Kreutzer, J Uyheng, S Riezler Proceedings of the 56th Annual Meeting of the Association for Computational …, 2018 | 91 | 2018 |
| Quality Estimation from Scratch (QUETCH): Deep Learning for Word-Level Translation Quality Estimation J Kreutzer, S Schamoni, S Riezler Proceedings of the Tenth Workshop on Statistical Machine Translation, 316-322, 2015 | 84 | 2015 |
| 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 | 82 | 2024 |
| Masakhane--Machine Translation For Africa ∀, I Orife, J Kreutzer, B Sibanda, D Whitenack, K Siminyu, L Martinus, ... AfricaNLP Workshop at ICLR 2020, 2020 | 79* | 2020 |
| Aya 23: Open weight releases to further multilingual progress V Aryabumi, J Dang, D Talupuru, S Dash, D Cairuz, H Lin, B Venkitesh, ... arXiv preprint arXiv:2405.15032, 2024 | 72 | 2024 |
| The Low-Resource Double Bind: An Empirical Study of Pruning for Low-Resource Machine Translation O Ahia, J Kreutzer, S Hooker EMNLP Findings 2021, 2021 | 57 | 2021 |
| 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, ... NAACL 2022, arXiv: 2205.02022, 2022 | 50* | 2022 |
| Revisiting the Weaknesses of Reinforcement Learning for Neural Machine Translation S Kiegeland, J Kreutzer NAACL 2021, 2021 | 50 | 2021 |
| Bandit Structured Prediction for Neural Sequence-to-Sequence Learning J Kreutzer, A Sokolov, S Riezler Proceedings of the 55th Annual Meeting of the Association for Computational …, 2017 | 50 | 2017 |
| Explaining and Generalizing Back-Translation through Wake-Sleep R Cotterell, J Kreutzer arXiv preprint arXiv:1806.04402, 2018 | 46 | 2018 |
| Learning Structured Predictors from Bandit Feedback for Interactive NLP A Sokolov, J Kreutzer, C Lo, S Riezler Proceedings of the 54th Annual Meeting of the Association for Computational …, 2016 | 40 | 2016 |
| Quality at a glance: An audit of web-crawled multilingual datasets I Caswell, J Kreutzer, L Wang, A Wahab, D van Esch, N Ulzii-Orshikh, ... arXiv e-prints, arXiv: 2103.12028, 2021 | 39 | 2021 |
Stefan RiezlerProfessor for Statistical Natural Language Processing, Heidelberg UniversityVerified email at cl.uni-heidelberg.de