Linguistic Fundamentals for Natural Language Processing II: 100 Essentials from Semantics and Pragmatics, by Emily M Bender
According to Chris Manning, a machine learning professor at Stanford, it is a discrete, symbolic, categorical signaling system. This first formulation of distributional semantics is a distributed representation that is human-interpretable. In fact, features represent contextual information which is a proxy for semantic attributes of target words . Distributional vectors represent words by describing information …