Faithful and Robust Local Interpretability for Textual Predictions

30 October 2023

Papers citing "Faithful and Robust Local Interpretability for Textual Predictions"

6 / 6 papers shown

Title
Large Language Models: A Survey Shervin Minaee Tomáš Mikolov Narjes Nikzad M. Asgari-Chenaghlu R. Socher Xavier Amatriain Jianfeng Gao ALM LM&MA ELM 102 347 0 09 Feb 2024
Framework for Evaluating Faithfulness of Local Explanations S. Dasgupta Nave Frost Michal Moshkovitz FAtt 106 60 0 01 Feb 2022
"Will You Find These Shortcuts?" A Protocol for Evaluating the Faithfulness of Input Salience Methods for Text Classification Jasmijn Bastings Sebastian Ebert Polina Zablotskaia Anders Sandholm Katja Filippova 102 75 0 14 Nov 2021
Consistent Sufficient Explanations and Minimal Local Rules for explaining regression and classification models Salim I. Amoukou Nicolas Brunel FAtt LRM 10 4 0 08 Nov 2021
An Analysis of LIME for Text Data Dina Mardaoui Damien Garreau FAtt 120 36 0 23 Oct 2020
Efficient Estimation of Word Representations in Vector Space Tomáš Mikolov Kai Chen G. Corrado J. Dean 3DV 228 29,632 0 16 Jan 2013