Try using your seat more instead of your reins. It will slow her down but it will help you keep your balance as well.
Try practicing many different combinations of jumps and strides. It will keep her paying attention to you so she won’t get as forward. If she starts to speed up or not listen to you, do a circle or something different so she gets back in tune with you.