How do Humans Understand Explanations from Machine Learning Systems? An Evaluation of the Human-Interpretability of Explanation. - Menaka Narayanan; Emily Chen; Jeffrey He; Been Kim; Sam Gershman; Finale Doshi-Velez (CoRR, 2018)

Human Evaluation of Models Built for Interpretability. - Isaac Lage; Emily Chen; Jeffrey He; Menaka Narayanan; Been Kim; Samuel J. Gershman; Finale Doshi-Velez (HCOMP, 2019)

An Evaluation of the Human-Interpretability of Explanation. - Isaac Lage; Emily Chen; Jeffrey He; Menaka Narayanan; Been Kim; Sam Gershman; Finale Doshi-Velez (CoRR, 2019)