I can only recommend you to book your hotel before, because it will be difficult to find. I can recommend you a nice 2 stars hotel located near the Eiffel Tower, it is really nice and calm hotel decorated with an authentic romantic style.It is situated near a Metro station. You can visit the hotel in http://www.saintdominique.com/
I hope it will be helpfull