Like you said, you're dropping your hips a lot when you set up. Keep your butt up.
You need to set your back a lot harder and hold it as you break off the floor. You may need to lower the weight to a weight you can actually keep your back flat. Rewatch the How To Deadlift video and comparing that set up to how you set up.
Thanks for doing something to prevent the forced "shorts".