Peter Hase (@peterbhase)
github

peterbhase

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Top repositories

1

InterpretableNLP-ACL2020

Code for "Evaluating Explainable AI: Which Algorithmic Explanations Help Users Predict Model Behavior?"
Python
41
star
2

SLAG-Belief-Updating

Code for paper "Do Language Models Have Beliefs? Methods for Detecting, Updating, and Visualizing Model Beliefs"
Python
25
star
3

LAS-NL-Explanations

Code for paper "Leakage-Adjusted Simulatability: Can Models Generate Non-Trivial Explanations of Their Behavior in Natural Language?"
Python
20
star
4

ExplanationSearch

Code for paper "Search Methods for Sufficient, Socially-Aligned Feature Importance Explanations with In-Distribution Counterfactuals"
Jupyter Notebook
18
star
5

interpretable-image

Code for "Interpretable Image Recognition with Hierarchical Prototypes"
Python
16
star
6

ExplanationRoles

Code for paper "When Can Models Learn From Explanations? A Formal Framework for Understanding the Roles of Explanation Data"
Python
13
star
7

poetry-generation

Code for "Shall I Compare Thee to a Machine-Written Sonnet? An Algorithmic Approach to Sonnet Generation", available at https://arxiv.org/abs/1811.05067
Python
6
star
8

mechanistic-interpretability

Python
1
star