Language Modeling with Reduced Densities

8 Jul 2020Tai-Danae BradleyYiannis Vlassopoulos

We present a framework for modeling words, phrases, and longer expressions in a natural language using reduced density operators. We show these operators capture something of the meaning of these expressions and, under the Loewner order on positive semidefinite operators, preserve both a simple form of entailment and the relevant statistics therein... (read more)

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