fdupesis a small utility that does just that. It's only 18Kb, but darned! it's fast. On my quad-core, it can sift through a thousand PDF files in under two minutes and churn out a list of the dupes.
The man page explains everything you need to know. It's probably best used with its recursive option, though:
fdupes -r mydirectory/