[Plugin: Auto Describe Tags] Permanently changes descriptions

I activated the plugin and it permanently added descriptions to tags, many of which are incorrect. Is there a way to remove these added descriptions?

http://wordpress.org/extend/plugins/wp-auto-describe-tags/