Theoretical foundations and limits of word embeddings: What types of meaning can they capture?
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Measuring meaning is a central problem in cultural sociology and word embeddings may offer powerful new tools to do so. But like any tool, they build on and exert theoretical assumptions. In this paper I theorize the ways in which word embeddings model three c... ...