Emma Strubell

Energy and Policy Considerations for Deep Learning in NLP

2019

Recent progress in hardware and methodology for training neural networks has ushered in a new generation of large networks trained on abundant data. These models have obtained notable gains in accuracy across many NLP tasks. …