A Simple Method for Commonsense Reasoning

7 Jun 2018Trieu H. TrinhQuoc 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~\cite{levesque2011winograd}... (read more)

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Evaluation results from the paper


Task Dataset Model Metric name Metric value Global rank Compare
Common Sense Reasoning Winograd Schema Challenge Word-LM-partial Score 62.6 # 2
Common Sense Reasoning Winograd Schema Challenge Char-LM-partial Score 57.9 # 3