The official title is 'Police Woman'.
Alternate titles were created for home media releases after Jackie Chan became famous to cash-in on his appearance in the film, even though his role is small, such as 'Young Tiger'. The title 'Rumble in Hong Kong' is the most infamous as it tries to fool consumers it's connected, or similar. to Chan's film 'Rumble in the Bronx'.