You can find nomination information here.
I'm a first round panelist in Elementary/Middle Grade Speculative Fiction which means I have to read as many of the nominated books as possible. I actually very much look forward to this. If you are wondering what to nominate and need some inspiration, here are some eligible books in my category. Some of I read and loved. Others I haven't read yet, but would really like to.