Linguistic Geometries for Unsupervised Dimensionality Reduction

Yi Mao, Krishnakumar Balasubramanian, Guy Lebanon

Text documents are complex high dimensional objects. To effectively visualize such data it is important to reduce its dimensionality and visualize the low dimensional embedding as…