Bottom part of the lift is primarily hamstrings and low back. So anything to strengthen those areas..
Glute Hams, Reverse Hypers, Seated Goodmornings for low back, Standing Goodmornings for low back and hamstrings. Would probably be some of the best exercises.
If you've been having trouble for awhile, possibly try switching to sumo for a couple weeks and go back to pulling conventional, or the other way around of course.
Speed deadlifts are a great help to (obviously) help you pull faster, just make sure you do them correctly, most people assume you just lower the weight and thats it, and they are still at 70% 1rm, which afaik isn't the most beneficial way, although Westside for example did used to do it this way.
They do it with 30-55% 1rm, 20-45 seconds rest and generally 10sets of 3.
This is your main lift for that day, don't do speed work and then regular deadlifts or something, you will feel pretty damn tired anyway if you did it properly. Dynamic and Maximum effort are done on different days for a reason.
Also for your assistance work, generally it's accepted to keep the reps a little higher, say 6-8 rather than singles or triples.
Edit; Almost forgot;
http://www.wannabebig.com/training/deadlift-5-plates-like-a-champion/