activity
20192022
most citedWeight of Evidence as a Basis for Human-Oriented Explanations

8 citations · 45 across the 15 of their papers we have counts for

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cs.AI2021★ 3 cited

From Human Explanation to Model Interpretability: A Framework Based on Weight of Evidence

David Alvarez-Melis, Harmanpreet Kaur, Hal Daumé +2

We take inspiration from the study of human explanation to inform the design and evaluation of interpretability methods in machine learning. First, we survey the literature on huma…