Socialist Party so·cia·list·party uncommon noun 1. a political party in the United States formed in 1900 to advocate socialism SynonymsSocialist Party Related words Broader terms party WordNet 2.1 (Princeton University). WordNet 2.1 Copyright Princeton University. All rights reserved.