A causal framework for explaining the predictions of black-box sequence-to-sequence models.

David Alvarez-Melis Tommi S. Jaakkola

Published in: EMNLP (2017)

Keyphrases

black box
probabilistic model
modeling framework
black boxes
metamodel
experimental data
causal independence
hybrid systems
state transition
data sets
process model
causal models
test cases
case study
decision trees
multimedia
neural network