Automatic tags import even when preferences set to stop this

I have just exported >2000 articles from EMBASE to Zotero and all of the automatic tags have come across with them, despite unchecking the 'Automatically tag items with keywords and subject headings' option in Preferences prior to export. Is there an option to delete all automatic tags once they are in the program?

I'm running Zotero standalone on a MacBook Pro with OSX Yosemite 10.10.2.
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