The PARADISE regression model is constructed from 3 different corpora: the SAMMIE WOZ experiment (Rieser et al., 2005) , and the iTalk system used for the user tests<cite> (Rieser and Lemon, 2008b)</cite> running the supervised baseline policy and the RL-based policy.