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Julia Kreutzer
Julia Kreutzer
Research Scientist at Cohere For AI
cohere.com üzerinde doğrulanmış e-posta adresine sahip - Ana Sayfa
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Alıntı yapanlar
Alıntı yapanlar
Yıl
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
265*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
185*2020
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
1332019
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
1242024
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
992018
MasakhaNER: Named Entity Recognition for African Languages
DI Adelani, J Abbott, G Neubig, D D'souza, J Kreutzer, C Lignos, ...
TACL 2021, 2021
942021
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
882022
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
852024
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
852018
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
812015
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 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
672024
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
612024
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
542021
Revisiting the Weaknesses of Reinforcement Learning for Neural Machine Translation
S Kiegeland, J Kreutzer
NAACL 2021, 2021
512021
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
502017
Explaining and Generalizing Back-Translation through Wake-Sleep
R Cotterell, J Kreutzer
arXiv preprint arXiv:1806.04402, 2018
472018
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
44*2022
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
402016
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
372021
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