Edinburgh's Submissions to the 2020 Machine Translation Efficiency Task
NGT@ACL, pp. 218-224, 2020.
EI
Abstract:
We participated in all tracks of the Workshop on Neural Generation and Translation 2020 Efficiency Shared Task: single-core CPU, multi-core CPU, and GPU. At the model level, we use teacher-student training with a variety of student sizes, tie embeddings and sometimes layers, use the Simpler Simple Recurrent Unit, and introduce head prunin...More
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