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Shortcutted Commonsense: Data Spuriousness in Deep Learning of Commonsense Reasoning.
Ruben Branco
António Branco
João António Rodrigues
João Ricardo Silva
Published in:
EMNLP (1) (2021)
Keyphrases
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commonsense reasoning
data sets
prior knowledge
deep learning
data analysis
data points
machine learning
bayesian networks
object detection
supervised learning
principal component analysis
high dimensional data
semantic information
integrity constraints
nonmonotonic reasoning
commonsense knowledge