I have seen anthologies with excerpts from larger works, like a fantasy anthology with a chapter of
The Lord of the Rings along with the short stories, but it didn't call itself a short story anthology, just an anthology.
Here's a nice on-line short story:
Why I Live at the P.O. by Eudora Welty