Maximiliana Behnke

Joined

November 2022

Names

Maximiliana Behnke (Preferred)

Emails

****@intel.com (Confirmed)

Personal Links

Career & Education History

PhD student

University of Edinburgh, University of Edinburgh (ed.ac.uk)

2019 – 2022

Advisors, Relations & Conflicts

No relations added

Expertise

Machine translation

Present

Deep Learning

Present

Natural Language Processing

Present

Publications

Efficient Machine Translation with Model Pruning and Quantization
Maximiliana Behnke, Nikolay Bogoychev, Alham Fikri Aji, Kenneth Heafield, Graeme Nail, Qianqian Zhu, Svetlana Tchistiakova, Jelmer van der Linde, Pinzhen Chen, Sidharth Kashyap, Roman Grundkiewicz
- 2021 (modified: 21 Jan 2022)
- WMT@EMNLP 2021
- Readers: Everyone
Pruning Neural Machine Translation for Speed Using Group Lasso
Maximiliana Behnke, Kenneth Heafield
- 2021 (modified: 28 Nov 2022)
- WMT@EMNLP 2021
- Readers: Everyone
Edinburgh's Submissions to the 2020 Machine Translation Efficiency Task
Nikolay Bogoychev, Roman Grundkiewicz, Alham Fikri Aji, Maximiliana Behnke, Kenneth Heafield, Sidharth Kashyap, Emmanouil-Ioannis Farsarakis, Mateusz Chudyk
- 2020 (modified: 10 Oct 2023)
- NGT@ACL 2020
- Readers: Everyone
Losing Heads in the Lottery: Pruning Transformer Attention in Neural Machine Translation
Maximiliana Behnke, Kenneth Heafield
- 2020 (modified: 08 Nov 2021)
- EMNLP (1) 2020
- Readers: Everyone
Improving Machine Translation of Educational Content via Crowdsourcing
Maximiliana Behnke, Antonio Valerio Miceli Barone, Rico Sennrich, Vilelmini Sosoni, Thanasis Naskos, Eirini Takoulidou, Maria Stasimioti, Menno van Zaanen, Sheila Castilho, Federico Gaspari, Panayota Georgakopoulou, Valia Kordoni, Markus Egg, Katia Lida Kermanidis
- 2018 (modified: 03 Nov 2021)
- LREC 2018
- Readers: Everyone

Co-Authors