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Contributors:
  1. Harald Baayen

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This paper presents a cross-language study of lexical semantics within the framework of distributional semantics. We used a wide range of predefined semantic categories in Mandarin and English and compared the clusterings of these categories using FastText word embeddings. Three techniques of dimensionality reduction were applied to mapping 300-dimensional FastText vectors into two-dimensional pla…

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distributional semanticsmental lexiconsemantic vectorsclusteringsemantic profiling

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