The Undesirable Dependence on Frequency of Gender Bias Metrics Based on Word Embeddings.
Francisco ValentiniGermán RosatiDiego Fernández SlezakEdgar AltszylerPublished in: EMNLP (Findings) (2022)
Keyphrases
- n gram
- pointwise mutual information
- co occurrence
- frequency counts
- evaluation metrics
- vector space
- manifold learning
- word sense disambiguation
- low frequency
- word recognition
- euclidean space
- word segmentation
- similarity metrics
- dimensionality reduction
- noun phrases
- information retrieval
- hilbert space
- related words
- search engine