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Shortcut Learning in Financial Text Mining: Exposing the Overly Optimistic Performance Estimates of Text Classification Models under Distribution Shift.
Matthew Caron
Published in:
Big Data (2022)
Keyphrases
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text mining
classification models
text documents
learning models
learning algorithm
pattern recognition
decision trees
attribute selection
knowledge discovery
active learning
learning tasks
search algorithm
support vector
learned models
textual documents
training data
text analytics