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Some results of a computational experiment for determining the intrinsicdimension of linguistic varieties for the Bengali and Russian languages arepresented. At the same time, both sets of words and sets of bigrams in theselanguages were considered separately. The method used to solve this problem wasbased on formal concept analysis algorithms. It was found that the intrinsicdimensions of these languages are significantly less than the dimensions usedin popular neural network models in natural language processing.

Formal concept analysis for evaluating intrinsic dimension of a natural language