a girl/woman who gets a guy to buy/give her chips to play table games at the casino. As often as not, she skips out on him when he goes to the bathroom
That gorgeous Asian gal with the dyed blonde hair was a chip whore who was with a 500 lb. ugly guy. As soon as he went to the bathroom, she made a beeline out the front door.