14 citations · 26 across the 6 of their papers we have counts for
Showing cs.LGShow all
3 papers · 1 filter
cs.LG2022★ 3 cited
Orthogonal Matrices for MBAT Vector Symbolic Architectures, and a "Soft" VSA Representation for JSON
Stephen I. Gallant
Vector Symbolic Architectures (VSAs) give a way to represent a complex object as a single fixed-length vector, so that similar objects have similar vector representations. These ve…
cs.LG2021
DataWords: Getting Contrarian with Text, Structured Data and Explanations
Stephen I. Gallant, Mirza Nasir Hossain
Our goal is to build classification models using a combination of free-text and structured data. To do this, we represent structured data by text sentences, DataWords, so that simi…
cs.LG2015
Representing Objects, Relations, and Sequences
Stephen I. Gallant, T. Wendy Okaywe
Vector Symbolic Architectures (VSAs) are high-dimensional vector representations of objects (eg., words, image parts), relations (eg., sentence structures), and sequences for use w…