She's partial ____ tall men with dark hair.

Partial to (পক্ষপাত দুষ্ট):
liking something or someone very much and usually more than other things or people.
I like all the food here, but I'm particularly partial to the fried chicken.
She's partial to tall men with dark hair.
I'm not partial to red wine.