They're probably getting tossed because the wingers are leaving early. If the wingers encroach into the circle before the puck is dropped, the centerman gets tossed.
A lot of the time it's totally bullshit though, because the ref will flinch with the puck drop, or something along those lines.
Big win tonight! This series is far from over, but the boys are looking pretty solid right now.