Maximiliana Behnke
Maximiliana Behnke
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Losing Heads in the Lottery: Pruning Transformer
M Behnke, K Heafield
The 2020 Conference on Empirical Methods in Natural Language Processing …, 2020
Edinburgh’s submissions to the 2020 machine translation efficiency task
N Bogoychev, R Grundkiewicz, AF Aji, M Behnke, K Heafield, S Kashyap, ...
The 4th Workshop on Neural Generation and Translation, 218-224, 2020
Efficient machine translation with model pruning and quantization
M Behnke, N Bogoychev, AF Aji, K Heafield, G Nail, Q Zhu, S Tchistiakova, ...
EMNLP 2021 Sixth Conference on Machine Translation (WMT), 775-780, 2021
Pruning neural machine translation for speed using group lasso
M Behnke, K Heafield
Proceedings of the sixth conference on machine translation, 1074-1086, 2021
Improving machine translation of educational content via crowdsourcing
M Behnke, AVM Barone, R Sennrich, V Sosoni, T Naskos, E Takoulidou, ...
11th Edition of the Language Resources and Evaluation Conference, 3343-3347, 2018
Edinburgh’s submission to the WMT 2022 Efficiency task
N Bogoychev, M Behnke, J Van Der Linde, G Nail, K Heafield, B Zhang, ...
Proceedings of the Seventh Conference on Machine Translation (WMT), 661-667, 2022
Structural pruning for speed in neural machine translation
M Behnke
The University of Edinburgh, 2022
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