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The Undesirable Dependence on Frequency of Gender Bias Metrics Based on Word Embeddings.
Francisco Valentini
Germán Rosati
Diego Fernández Slezak
Edgar Altszyler
Published in:
CoRR (2023)
Keyphrases
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n gram
co occurrence
vector space
pointwise mutual information
semi supervised
frequency counts
low dimensional
evaluation metrics
age groups
document frequency
dimensionality reduction
manifold learning
sentence level
gender differences
variance reduction