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Found 5 papers, 2 papers with code
How Important is a Neuron
Informally, the conductance of a hidden unit of a deep network is the flow of attribution via this hidden unit.
How Important Is a Neuron?
Informally, the conductance of a hidden unit of a deep network is the \emph{flow} of attribution via this hidden unit.
Did the Model Understand the Question?
Our strongest attacks drop the accuracy of a visual question answering model from $61. 1\%$ to $19\%$, and that of a tabular question answering model from $33. 5\%$ to $3. 3\%$.
It was the training data pruning too!
The large impact on the performance of the KDG model suggests that the pruning may be a useful pre-processing step in training other semantic parsers as well.
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