Atlantic herring at·lan·tic·herring uncommon noun 1. important food fish; found in enormous shoals in the northern Atlantic SynonymsAtlantic herringClupea harengus harengus Related words Broader terms herring Parts Clupea WordNet 2.1 (Princeton University). WordNet 2.1 Copyright Princeton University. All rights reserved.