3.9k citations · 17.4k across the 35 of their papers we have counts for
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cs.LG2016★ 3.9k cited
Neural Architecture Search with Reinforcement Learning
Barret Zoph, Quoc V. Le
Neural networks are powerful and flexible models that work well for many difficult learning tasks in image, speech and natural language understanding. Despite their success, neural…
cs.CL2016
Transfer Learning for Low-Resource Neural Machine Translation
Barret Zoph, Deniz Yuret, Jonathan May +1
The encoder-decoder framework for neural machine translation (NMT) has been shown effective in large data scenarios, but is much less effective for low-resource languages. We prese…
cs.CL2016
Multi-Source Neural Translation
Barret Zoph, Kevin Knight
We build a multi-source machine translation model and train it to maximize the probability of a target English string given French and German sources. Using the neural encoder-deco…