Challenges of Using Text Classifiers for Causal Inference.

Zach Wood-Doughty Ilya Shpitser Mark Dredze

Published in: EMNLP (2018)

Keyphrases

causal inference
text classifiers
text classification
text categorization
additive noise
naive bayes
abductive reasoning
causal models
discrete data
document classification
nonmonotonic reasoning
feature selection
rare events
svm classifier
machine learning
neural network
data sets
text mining