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Model Choices Influence Attributive Word Associations: A Semi-supervised Analysis of Static Word Embeddings

Static word embeddings encode word associations, extensively utilized in downstream NLP tasks. Although prior studies have discussed the nature of such word associations in terms of biases and lexical regularities captured, the variation in word …