79 citations · 116 across the 10 of their papers we have counts for
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cs.CL2018
Compact Personalized Models for Neural Machine Translation
Joern Wuebker, Patrick Simianer, John DeNero
We propose and compare methods for gradient-based domain adaptation of self-attentive neural machine translation models. We demonstrate that a large proportion of model parameters…
cs.LG2018
Guiding Policies with Language via Meta-Learning
John D. Co-Reyes, Abhishek Gupta, Suvansh Sanjeev +5
Behavioral skills or policies for autonomous agents are conventionally learned from reward functions, via reinforcement learning, or from demonstrations, via imitation learning. Ho…