conftrace_

model interpretation

93 papers

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Co-occurring keywords

neural network (6616) model interpretability (519) feature attribution (280) shapley value (206) influence function (143) feature importance (139) adversarial attack (1621) saliency map (125) deep learning (2118) explainable ai (480)

Papers

MonoForest framework for tree ensemble analysis NIPS 2019
Demystifying Black-box Models with Symbolic Metamodels NIPS 2019
Detecting and Reducing Bias in a High Stakes Domain EMNLP 2019
A Multiscale Visualization of Attention in the Transformer Model ACL 2019
Universal Adversarial Triggers for Attacking and Analyzing NLP EMNLP 2019
NeuroX: A Toolkit for Analyzing Individual Neurons in Neural Networks AAAI 2019
On the Accuracy of Influence Functions for Measuring Group Effects NIPS 2019
AllenNLP Interpret: A Framework for Explaining Predictions of NLP Models IJCNLP 2019
Revealing the Dark Secrets of BERT IJCNLP 2019
AllenNLP Interpret: A Framework for Explaining Predictions of NLP Models EMNLP 2019
Pathologies of Neural Models Make Interpretations Difficult EMNLP 2018
Interpreting Recurrent and Attention-Based Neural Models: a Case Study on Natural Language Inference EMNLP 2018
Rule induction for global explanation of trained models EMNLP 2018
Learning to Explain: An Information-Theoretic Perspective on Model Interpretation ICML 2018
Understanding Black-box Predictions via Influence Functions ICML 2017
The LRP Toolbox for Artificial Neural Networks JMLR 2016
BubbLeNet: Foveated Imaging for Visual Discovery ICCV 2015
How to Explain Individual Classification Decisions JMLR 2010