Get her to a vet. She may need a steroid shot. Do you treat for fleas? Sh e could be have an allergy. My Buttons was like this for 3 weeks, the vet gave him a steroid shot and and antibiotic shot. He has been itch free for 2 weeks now.
Good luck, keep us posted.