Beyond Accuracy: Behavioral Testing of NLP Models with CheckList.

Marco Túlio Ribeiro Tongshuang Wu Carlos Guestrin Sameer Singh

Published in: ACL (2020)

Keyphrases

probabilistic model
high accuracy
predictive power
statistical models
prediction accuracy
test set
model selection
text processing
computational efficiency
process model
question answering
neural network
information extraction
probability distribution
hidden markov models
prior knowledge
decision making