How to make Document Viewer allow me to scroll through the pages?
Solution 1:
What you want is called "continuous" scrolling. The location of the setting might differ from version to version. In Ubuntu GNOME 16.04:
In older versions and in Unity, I think it might be in the "View" menu.
Assuming the keyboard shortcut hasn't changed, try pressing C.