259 citations · 510 across the 22 of their papers we have counts for
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cs.CL2018
Interpreting Neural Networks With Nearest Neighbors
Eric Wallace, Shi Feng, Jordan Boyd-Graber
Local model interpretation methods explain individual predictions by assigning an importance value to each input feature. This value is often determined by measuring the change in…
cs.CL2018★ 259 cited
Pathologies of Neural Models Make Interpretations Difficult
Shi Feng, Eric Wallace, Alvin Grissom +3
One way to interpret neural model predictions is to highlight the most important input features---for example, a heatmap visualization over the words in an input sentence. In exist…