The Matrix Has You – A Unified Compositional Model of Language

We propose CMSMs, a novel type of generic compositional models for syntactic
and semantic aspects of natural language, based on matrix multiplication. We
argue for the structural and cognitive plausibility of this model and show
that it is able to cover and combine various common compositional NLP
approaches ranging from statistical word space models to symbolic grammar
formalisms.