13.4k citations · 61k across the 117 of their papers we have counts for
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cs.AI2018★ 310 cited
A Simple Method for Commonsense Reasoning
Trieu H. Trinh, Quoc V. Le
Commonsense reasoning is a long-standing challenge for deep learning. For example, it is difficult to use neural networks to tackle the Winograd Schema dataset (Levesque et al., 20…
cs.AI2018★ 26 cited
Neural Program Synthesis with Priority Queue Training
Daniel A. Abolafia, Mohammad Norouzi, Jonathan Shen +2
We consider the task of program synthesis in the presence of a reward function over the output of programs, where the goal is to find programs with maximal rewards. We employ an it…