A Latent Variable Model Approach to PMI-based Word Embeddings

We then introduce some estimates for the asymptotic behaviour of random walks conditioned to stay below a line, and prove their extension to a generalized random walk where the law

The bit-rock interaction model is represented by a nonlinear constitutive equation, whose uncertainties are modeled using the nonparametric probabilistic approach.. The

In this article, we simplify the cellular medium by reducing it to the dimension one and by discretizing Brownian motion, that is we propose a naive one-dimensional random walk model

Various conditions for the central limit theorem to hold are now known and several expressions for the asymptotic variance can be found in the literature (see for instance [4]),

In this paper, we propose a novel generative model for the blogosphere based on the random walk process that simultaneously considers both the topological and temporal properties

f(W) and 03C0 (Y) in the random map model and in the mean field theory of spin glasses, we find that the shapes.. are very similar in both models but the analytic

The linguistic component is a revised SKIP - GRAM model in which the text embeddings work in concert with the latent visual factors to explain the occurrence of word- context pairs in

The liquid-glass transition in three families of polymers has been described within the framework of the random walk model and the extended Adam-Gibbs theory.. The predictions