The Jackie Chan movie with little ghosts is "The Legend of the Drunken Master" (1994).
In the movie, Jackie Chan plays a young martial artist who is haunted by a group of playful and mischievous little ghosts. They're not scary, but they cause all sorts of chaos, leading to some hilarious scenes.