Are Your Explanations Reliable? Investigating the Stability of LIME in Explaining Text Classifiers by Marrying XAI and Adversarial Attack

21 May 2023

Papers citing "Are Your Explanations Reliable? Investigating the Stability of LIME in Explaining Text Classifiers by Marrying XAI and Adversarial Attack"

4 / 4 papers shown

Title
The Effect of Similarity Measures on Accurate Stability Estimates for Local Surrogate Models in Text-based Explainable AI Christopher Burger Charles Walter Thai Le AAML 146 1 0 20 Jan 2025
An Analysis of LIME for Text Data Dina Mardaoui Damien Garreau FAtt 129 45 0 23 Oct 2020
Looking Deeper into Tabular LIME Damien Garreau U. V. Luxburg FAtt LMTD 104 30 0 25 Aug 2020
Towards A Rigorous Science of Interpretable Machine Learning Finale Doshi-Velez Been Kim XAI FaML 227 3,681 0 28 Feb 2017