The Collaborative International Dictionary of English v.0.48:

Pseudo-romantic \Pseu`do-ro*man"tic\, a. Pseudo- + romantic.]
   Falsely romantic.
   [1913 Webster]

         The false taste, the pseudo-romantic rage. --De
                                                  Quincey.
   [1913 Webster]