Maximiliana Behnke
5 papers · 2020–2022 · 2 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (13) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird
🐝
Cross-Pollinator
(15)
Conferences
EMNLP (4)
ACL (1)
Top co-authors
Keywords
model compression
(4)
neural machine translation
(3)
model pruning
(3)
model quantization
(3)
transformer architecture
(2)
knowledge distillation
(2)
machine translation
(2)
inference optimization
(2)
inference efficiency
(1)
tensor core
(1)
inference latency
(1)
inference speed
(1)
encoder-decoder architecture
(1)
latency optimization
(1)
inference speedup
(1)
layer pruning
(1)
efficient translation
(1)
teacher-student training
(1)
attention pruning
(1)
attention head pruning
(1)
Papers
Edinburgh’s Submission to the WMT 2022 Efficiency Task
EMNLP 2022
Efficient Machine Translation with Model Pruning and Quantization
EMNLP 2021
Pruning Neural Machine Translation for Speed Using Group Lasso
EMNLP 2021
Edinburgh’s Submissions to the 2020 Machine Translation Efficiency Task
ACL 2020
Losing Heads in the Lottery: Pruning Transformer Attention in Neural Machine Translation
EMNLP 2020