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Systematicity, Compositionality and Transitivity of Deep NLP Models: a Metamorphic Testing Perspective.
Edoardo Manino
Julia Rozanova
Danilo Carvalho
André Freitas
Lucas C. Cordeiro
Published in:
ACL (Findings) (2022)
Keyphrases
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statistical models
natural language processing
viewpoint
probabilistic model
machine learning
artificial intelligence
model selection
neural network
data mining
decision trees
information extraction
parameter estimation
complex systems
machine translation
statistical tests