I have a rather big Android App project that is referencing several library projects. Everything was fine until i upgraded the eclipse ADT plugin to the newest version (v22)
I had the similar issue and my answer is slightly different from CommonsWare's. Here is my screenshot:
After checking the libs back in my build started to work again.