as you can see tall flower and small flower are generated inside caves if there was a dirt block under it and a flower forest biome above it 

in old versions i found some flowers under the caves but in small amouts

but as i can remember i have never saw tall flower rose bushs inside caves like this

seed:

8082958475863161342

XYZ:

-687.236/31.77234/-1373.815