Now the hyper-parameters of the variational Dirichlet posteriors of each node in the Dirichlet-Tree are shared among the Chinese and English model.
we apply only Eqn 3 with fixed e Eq[log θ k ] in the E-step and Eqn 4 in the M-step on {β wk } to bootstrap an English LSA model.