Argument Attribution Explanations in Quantitative Bipolar Argumentation
Frameworks (Technical Report)

Argument Attribution Explanations in Quantitative Bipolar Argumentation Frameworks (Technical Report)

25 July 2023

Xiang Yin

Nico Potyka

Papers citing "Argument Attribution Explanations in Quantitative Bipolar Argumentation Frameworks (Technical Report)"

13 / 13 papers shown

Title
What Makes a Good Explanation?: A Harmonized View of Properties of Explanations Zixi Chen Varshini Subhash Marton Havasi Weiwei Pan Finale Doshi-Velez XAI FAtt 58 19 0 10 Nov 2022
Towards a Theory of Faithfulness: Faithful Explanations of Differentiable Classifiers over Continuous Data Nico Potyka Xiang Yin Francesca Toni FAtt 99 2 0 19 May 2022
Argumentative XAI: A Survey Kristijonas vCyras Antonio Rago Emanuele Albini P. Baroni Francesca Toni 52 144 0 24 May 2021
Deep Argumentative Explanations Emanuele Albini Piyawat Lertvittayakumjorn Antonio Rago Francesca Toni AAML 41 5 0 10 Dec 2020
Interpreting Neural Networks as Gradual Argumentation Frameworks (Including Proof Appendix) Nico Potyka AI4CE 98 50 0 10 Dec 2020
Explaining by Removing: A Unified Framework for Model Explanation Ian Covert Scott M. Lundberg Su-In Lee FAtt 85 248 0 21 Nov 2020
Modular Semantics and Characteristics for Bipolar Weighted Argumentation Graphs Till Mossakowski Fabian Neuhaus 30 35 0 17 Jul 2018
A Unified Approach to Interpreting Model Predictions Scott M. Lundberg Su-In Lee FAtt 1.0K 21,815 0 22 May 2017
Learning Important Features Through Propagating Activation Differences Avanti Shrikumar Peyton Greenside A. Kundaje FAtt 184 3,865 0 10 Apr 2017
Not Just a Black Box: Learning Important Features Through Propagating Activation Differences Avanti Shrikumar Peyton Greenside A. Shcherbina A. Kundaje FAtt 80 786 0 05 May 2016
"Why Should I Trust You?": Explaining the Predictions of Any Classifier Marco Tulio Ribeiro Sameer Singh Carlos Guestrin FAtt FaML 1.1K 16,931 0 16 Feb 2016
Attacker and Defender Counting Approach for Abstract Argumentation Fuan Pu Jian Luo Yulai Zhang G. Luo 25 17 0 13 Jun 2015
How to Explain Individual Classification Decisions D. Baehrens T. Schroeter Stefan Harmeling M. Kawanabe K. Hansen K. Müller FAtt 126 1,102 0 06 Dec 2009