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An unexpected unity among methods for interpreting model predictions

An unexpected unity among methods for interpreting model predictions

Scott M. Lundberg
Su-In Lee
    FAtt
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Papers citing "An unexpected unity among methods for interpreting model predictions"

3 / 3 papers shown
Title
AI-Augmented LLMs Achieve Therapist-Level Responses in Motivational Interviewing
AI-Augmented LLMs Achieve Therapist-Level Responses in Motivational Interviewing
Yinghui Huang
Yuxuan Jiang
Hui Liu
Yixin Cai
Weiqing Li
Xiangen Hu
AI4MH
138
0
0
23 May 2025
Not Just a Black Box: Learning Important Features Through Propagating Activation Differences
Not Just a Black Box: Learning Important Features Through Propagating Activation Differences
Avanti Shrikumar
Peyton Greenside
A. Shcherbina
A. Kundaje
FAtt
65
782
0
05 May 2016
"Why Should I Trust You?": Explaining the Predictions of Any Classifier
"Why Should I Trust You?": Explaining the Predictions of Any Classifier
Marco Tulio Ribeiro
Sameer Singh
Carlos Guestrin
FAtt
FaML
587
16,828
0
16 Feb 2016