Language as a matrix product state

11/04/2017

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by   Vasily Pestun, et al.

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We propose a statistical model for natural language that begins by considering language as a monoid, then representing it in complex matrices with a compatible translation invariant probability measure. We interpret the probability measure as arising via the Born rule from a translation invariant matrix product state.