The dictionary is working fine for me. Something you may wish to try (depending on how you use the dictionary look up) is setting the contextual menu item to open the dictionary panel instead of the dictionary application. It's a preference in the Dictionary app.
I'm not actually sure if this will help, though, since I'm not having this issue.