15 citations · 20 across the 5 of their papers we have counts for
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cs.CL2020
Data-Informed Global Sparseness in Attention Mechanisms for Deep Neural Networks
Ileana Rugina, Rumen Dangovski, Li Jing +2
Attention mechanisms play a crucial role in the neural revolution of Natural Language Processing (NLP). With the growth of attention-based models, several pruning techniques have b…
cs.CL2020
Vector-Vector-Matrix Architecture: A Novel Hardware-Aware Framework for Low-Latency Inference in NLP Applications
Matthew Khoury, Rumen Dangovski, Longwu Ou +3
Deep neural networks have become the standard approach to building reliable Natural Language Processing (NLP) applications, ranging from Neural Machine Translation (NMT) to dialogu…