you can add search filters to the search bar in youtube.

e.g this will return videos published in that time range with a duration longer than 2m

cat videos after:2014-01-01 before:2014-12-31 >2m

[edit] - the duration doesn't remove shorts I think there's just no shorts published in that time range.