To Sleep or NOT to sleep

Well it seems that our sleeping has changed, Adlee is having some problems sleeping, they are almost two weeks old, and Adlee screams to the top of her lungs when we try to put her down to sleep, she keeps Asher awake of course. I rock and sing and rock and sing we try to get them in bed by 10pm but now it takes us to 12am sometimes to get Adlee to calm down and drift off, but once she is a sleep she does great the rest of the night, there have been a few nighs where she has feel asleep on my chest, its nice to have her close but scares me to death bc i have fell alseep a few times. Josh will hold her and fall asleep and it worries me, i do not want to start the sleeping in bed with us i have talked to way to many people that say this is NOT a good idea, which i LOVE my OWN bed space! Maybe we will find a solution to miss Adlee's problem!!