I followed the following tutorial http://developer.android.com/guide/developing/projects/projects-eclipse.html
and I have 2 projects : the starter project and the li
Here is what worked for me: (After having clicked debug at least once before)
In my case, the solution was:
jhnclvr's aswer lead me to this dialog