Word, graph and manifold embedding from Markov processes

Tatsunori B. Hashimoto, David Alvarez-Melis, Tommi S. Jaakkola

Continuous vector representations of words and objects appear to carry surprisingly rich semantic content. In this paper, we advance both the conceptual and theoretical understandi…