Paper: Compositional Matrix-Space Models of Language

ACL ID P10-1093
Title Compositional Matrix-Space Models of Language
Venue Annual Meeting of the Association of Computational Linguistics
Session Main Conference
Year 2010
Authors

We propose CMSMs, a novel type of generic compositional models for syntac- tic and semantic aspects of natural lan- guage, based on matrix multiplication. We argue for the structural and cognitive plau- sibility of this model and show that it is able to cover and combine various com- mon compositional NLP approaches rang- ing from statistical word space models to symbolic grammar formalisms.