English (United Kingdom)

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We study the global topology of the syntactic and semantic distributionalsimilarity networks for English through the technique of spectral analysis. Weobserve that while the syntactic network has a hierarchical structure withstrong communities and their mixtures, the semantic network has several tightlyknit communities along with a large core without any such well-definedcommunity structure.

Syntax is from Mars while Semantics from Venus! Insights from Spectral Analysis of Distributional Similarity Networks