A Functional Information Perspective on Model Interpretation

12 June 2022

Papers citing "A Functional Information Perspective on Model Interpretation"

6 / 6 papers shown

Title
On Behalf of the Stakeholders: Trends in NLP Model Interpretability in the Era of LLMs Nitay Calderon Roi Reichart 42 13 0 27 Jul 2024
Faithful Explanations of Black-box NLP Models Using LLM-generated Counterfactuals Y. Gat Nitay Calderon Amir Feder Alexander Chapanin Amit Sharma Roi Reichart 38 29 0 01 Oct 2023
Layer Collaboration in the Forward-Forward Algorithm Guy Lorberbom Itai Gat Yossi Adi A. Schwing Tamir Hazan 61 11 0 21 May 2023
BELLA: Black box model Explanations by Local Linear Approximations N. Radulovic Albert Bifet Fabian M. Suchanek FAtt 37 1 0 18 May 2023
An Additive Instance-Wise Approach to Multi-class Model Interpretation Vy Vo Van Nguyen Trung Le Quan Hung Tran Gholamreza Haffari S. Çamtepe Dinh Q. Phung FAtt 48 5 0 07 Jul 2022
Removing Bias in Multi-modal Classifiers: Regularization by Maximizing Functional Entropies Itai Gat Idan Schwartz A. Schwing Tamir Hazan 57 90 0 21 Oct 2020