424 citations · 505 across the 29 of their papers we have counts for
Showing 2019Show all
2 papers · 1 filter
cs.CL2019★ 10 cited
Compositional Generalization for Primitive Substitutions
Yuanpeng Li, Liang Zhao, Jianyu Wang +1
Compositional generalization is a basic mechanism in human language learning, but current neural networks lack such ability. In this paper, we conduct fundamental research for enco…
cs.LG2019★ 7 cited
Beyond Human-Level Accuracy: Computational Challenges in Deep Learning
Joel Hestness, Newsha Ardalani, Greg Diamos
Deep learning (DL) research yields accuracy and product improvements from both model architecture changes and scale: larger data sets and models, and more computation. For hardware…