Dynamic Top-k Estimation Consolidates Disagreement between Feature Attribution Methods

9 October 2023

Papers citing "Dynamic Top-k Estimation Consolidates Disagreement between Feature Attribution Methods"

5 / 5 papers shown

Title
The Role of Syntactic Span Preferences in Post-Hoc Explanation Disagreement Jonathan Kamp Lisa Beinborn Antske Fokkens 30 1 0 28 Mar 2024
The Disagreement Problem in Explainable Machine Learning: A Practitioner's Perspective Satyapriya Krishna Tessa Han Alex Gu Steven Wu S. Jabbari Himabindu Lakkaraju 172 185 0 03 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 110 75 0 14 Nov 2021
How can I choose an explainer? An Application-grounded Evaluation of Post-hoc Explanations Sérgio Jesus Catarina Belém Vladimir Balayan João Bento Pedro Saleiro P. Bizarro João Gama 126 119 0 21 Jan 2021
e-SNLI: Natural Language Inference with Natural Language Explanations Oana-Maria Camburu Tim Rocktaschel Thomas Lukasiewicz Phil Blunsom LRM 255 620 0 04 Dec 2018