I have been using Elmer's Washable School Glue for several years now and you use a very, very thin line for long seams or dots for picky intersections. Be sure to put them between the raw edge and 1/4" seam. Your needle never contacts the glue and if you just put drops at the intersections, you will be amazed at the control you have in keeping the seams connected where you want them.
The other best thing is the glue washes out after you finish the binding. I use this glue for the binding too.
Hope you give it a try. Get the glue and practice on some scraps.