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Julia Kreutzer
Julia Kreutzer
Research Scientist at Google Research, Montreal
Verified email at google.com
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Year
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
92*2021
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
912019
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
83*2020
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
662015
Masakhane--Machine Translation For Africa
∀, I Orife, J Kreutzer, B Sibanda, D Whitenack, K Siminyu, L Martinus, ...
AfricaNLP Workshop at ICLR 2020, 2020
36*2020
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
352018
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
352017
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
352016
Learning to Segment Inputs for NMT Favors Character-Level Processing
J Kreutzer, A Sokolov
Proceedings of the 15th International Workshop on Spoken Language Translation, 2018
342018
Opinion Mining Using SentiWordNet
J Kreutzer, N Witte
Seminar "Semantic Analysis", Uppsala University, 2014
322014
Stochastic Structured Prediction under Bandit Feedback
A Sokolov, J Kreutzer, S Riezler, C Lo
Advances in neural information processing systems, 1489-1497, 2016
312016
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
292018
Explaining and Generalizing Back-Translation through Wake-Sleep
R Cotterell, J Kreutzer
arXiv preprint arXiv:1806.04402, 2018
272018
MasakhaNER: Named Entity Recognition for African Languages
DI Adelani, J Abbott, G Neubig, D D'souza, J Kreutzer, C Lignos, ...
TACL 2021, 2021
262021
Learning What’s Easy: Fully Differentiable Neural Easy-First Taggers
AFT Martins, J Kreutzer
Proceedings of the 2017 Conference on Empirical Methods in Natural Language …, 2017
262017
A Reinforcement Learning Approach to Interactive-Predictive Neural Machine Translation
TK Lam, J Kreutzer, S Riezler
21st Annual Conference of the European Association for Machine Translation …, 2018
242018
On Optimal Transformer Depth for Low-Resource Language Translation
E van Biljon, A Pretorius, J Kreutzer
AfricaNLP Workshop at ICLR 2020, 2020
222020
A Shared Task on Bandit Learning for Machine Translation
A Sokolov, J Kreutzer, K Sunderland, P Danchenko, W Szymaniak, ...
Proceedings of the Second Conference on Machine Translation, 514–524, 2017
162017
Revisiting the Weaknesses of Reinforcement Learning for Neural Machine Translation
S Kiegeland, J Kreutzer
NAACL 2021, 2021
152021
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
152021
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