Learned from Usingmac.com today a way to launch Dictionary from the browser:

However, if you’re not thinking of using your mouse, you can move your cursor to your browser url bar (L) and then type dict://apple, which apple is the search term. For your surprise, your Dictionary will be triggered.

Also tried Firefox and found works too. Great trick!