[Dovecot] recipient_delimiter

I have recipient_delimiter = + in main.cf (Postfix). But deliveries to dovecot/deliver are still being rejected. It appears that the full email is still in the envelope (e.g. phil+howard@example.com which I want to be delivered to phil@example.com). Is that how it's supposed to work and Dovecot just doesn't support this?