50 First Dates (2004)

IMDB: " Adam Sandler plays a man who falls in love with Lucy (Drew Barrymore), a woman with short-term memory loss. Therefore, Lucy never remembers Sandler and this proves to be a pain for him as he always has to gain her back every day"