conftrace_

model explanation

155 papers

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Co-occurring keywords

feature attribution (280) model interpretability (519) shapley value (206) feature importance (139) explainable ai (480) black-box model (90) text classification (6793) graph neural network (3962) attention mechanism (4001) neural network (6616)

Papers

Interpret Neural Networks by Identifying Critical Data Routing Paths CVPR 2018
A causal framework for explaining the predictions of black-box sequence-to-sequence models EMNLP 2017
The Role of Textualisation and Argumentation in Understanding the Machine Learning Process IJCAI 2017
A Progressive Explanation of Inference in ‘Hybrid’ Bayesian Networks for Supporting Clinical Decision Making PGM 2016
An Efficient Explanation of Individual Classifications using Game Theory JMLR 2010