October 2017
Vector Space Models are currently the most popular machine-learning technology for natural language processing. While current vector space models are far from being able to capture all nuances of a language or culture, their geometry could represent early attempts to grasp a universal pattern in the human mind.
Such an extensive use of VSMs in knowledge management raises some important questions. What exactly is the nature of their geometry, and how universal is it?