Lin's most widely praised action was his creation of a scholarship fund that sent many young people from Taiwan to Japan to study, including Wu San-lien and Tu Tsung-ming, who would become influential intellectuals.
林熊徵最為人稱道的是設立獎學金，資助許多台灣青年如吳三連、杜聰明等人赴日留學。