Android : Remove shadow below ActionBar without Sherlock

I am using AppCompat for compatibility instead of Sherlock. Is there any way to remove the shadow below the ActionBar? I have searched for so many answers and all rely on Sherlock, which means, that

<item name="android:windowContentOverlay">@null</item>

does simply not work with AppCompat.

Any suggestions?