An Analysis of LIME for Text Data

23 October 2020

Papers citing "An Analysis of LIME for Text Data"

9 / 9 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 148 1 0 20 Jan 2025
Natural Language Processing RELIES on Linguistics Juri Opitz Shira Wein Nathan Schneider AI4CE 52 7 0 09 May 2024
Attention Meets Post-hoc Interpretability: A Mathematical Perspective Gianluigi Lopardo F. Precioso Damien Garreau 16 4 0 05 Feb 2024
Explanations, Fairness, and Appropriate Reliance in Human-AI Decision-Making Jakob Schoeffer Maria De-Arteaga Niklas Kuehl FaML 45 46 0 23 Sep 2022
A Sea of Words: An In-Depth Analysis of Anchors for Text Data Gianluigi Lopardo F. Precioso Damien Garreau 19 6 0 27 May 2022
Interpretability of Fine-grained Classification of Sadness and Depression Tiasa Singha Roy Priya Basu Aman Priyanshu Rakshit Naidu 16 2 0 20 Mar 2022
Connecting Interpretability and Robustness in Decision Trees through Separation Michal Moshkovitz Yao-Yuan Yang Kamalika Chaudhuri 27 22 0 14 Feb 2021
What does LIME really see in images? Damien Garreau Dina Mardaoui FAtt 11 38 0 11 Feb 2021
Looking Deeper into Tabular LIME Damien Garreau U. V. Luxburg FAtt LMTD 104 30 0 25 Aug 2020