I also use Elmers washable glue instead of pins - except for binding. It doesn't seem to work well for me when binding. I use the small binder clips for binding, and that works well.
Has anyone tried to water the glue down and use a spray bottle? I layer my quilts on my design wall so spraying would work better than dripping, I think?