Gender Bias in Word Embeddings: A Comprehensive Analysis of Frequency, Syntax, and Semantics.
Aylin CaliskanPimparkar Parth AjayTessa CharlesworthRobert WolfeMahzarin R. BanajiPublished in: AIES (2022)
Keyphrases
- comprehensive analysis
- co occurrence
- low dimensional
- multimedia content analysis
- n gram
- individual differences
- frequency counts
- vector space
- neural network
- mac protocol
- manifold learning
- word recognition
- text corpus
- linguistic information
- low frequency
- related words
- multiword
- dimensionality reduction
- high dimensional
- distance measure
- feature space