I had a similar suggestion the other day[1], except I chose what to me sounded more English-sounding:
JOIN films f USING FOREIGN KEY
Here the explicit foreign key, films_did_fkey in this case, could be specified after FOREIGN KEY. This would be similar in syntax to when you force an index for a select statement, at least in the DB we use.