Later, an alternative hierarchical model called VHRED (Serban et al., 2017b) was proposed, where generated responses were conditioned on latent variables.
we present detailed experiments on the publicly benchmarked Ubuntu dialog corpus data set (Lowe et al., 2015) as well a large collection of more than 127,000 technical support conversations.