Looking at Vector Space and Language Models for IR using Density Matrices

Alessandro Sordoni, Jian-Yun Nie

In this work, we conduct a joint analysis of both Vector Space and Language Models for IR using the mathematical framework of Quantum Theory. We shed light on how both models alloc…