peterbhase Goto Github PK

anchor

Code for "High-Precision Model-Agnostic Explanations" paper

evolution-strategies-exploration

Contains implementation of: Tim Salimans Et al. “Evolution Strategies as a Scalable Alternative to Reinforcement Learning”. Arxiv.org. https://arxiv.org/pdf/1703.03864.pdf.

explanationroles

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

explanationsearch

Code for paper "Search Methods for Sufficient, Socially-Aligned Feature Importance Explanations with In-Distribution Counterfactuals"

interpretable-image

Code for "Interpretable Image Recognition with Hierarchical Prototypes"

interpretablenlp-acl2020

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

las-nl-explanations

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

mechanistic-interpretability

peterbhase.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

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

rome

Rank-One Model Editing for Locating and Editing Factual Knowledge in GPT

slag-belief-updating

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

tennis_wta

WTA Tennis Rankings, Results, and Stats

transformers

🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.