Another question: A 0.5 kg book resting on a horizontal table has a weight force acting on it. Name the reaction force to this weight force in Newton's third law.
Action reaction forces always act on different bodies. Therefore, the gravitational force of the earth on the book (I.e this weight force you mentioned) has a reaction pair that is the gravitational force of the book on the earth: the earth is pulled towards the book as well, but it's not noticeable cos the mass of the book is so small in comparison to the mass of the earth!
Normal reaction and weight are not action reaction pairs cos they both act on the book.
In response to your second q (with book falling) the reaction force is the same as the first question. There should always be a reaction force.. Otherwise newtons third law would not work!