In your case, there is no reason for you to both include the two dependents, especially since there was insufficient withholding last year.
The new W-4 is geared to giving you more in your paychecks as opposed to in your refund. You are not entirely bound by these instructions to the degree that you can manipulate it to withhold more tax and get the refund you want.
