Netflix has recommendations. But half the time they are odd. For instance, I don't think they [or their algorithms] know what is or what is not a romantic film.
Besides this screen grab here are a few titles they recommend as romantic films based on my taste:
That Obscure Object of Desire
Talk to Her
The Piano Teacher