Do not capitalize terms pertaining to class years unless part of a formal name.
Sophomore Year Abroad Program
Sophomore Spring Social
Do not capitalize the season when writing about semesters.
He is taking a lighter load for the spring semester than he had during the fall.
She will graduate in spring 2023.