Historical scholarship and Einstein's own writings confirm that he undoubtedly knew about the Michelson-Morley experiment, even if historians debate the exact degree of direct influence it had on his initial formulation of special relativity.
Judged against reference works: claims of this kind are settled by the historical reference record, not journal abstracts.