Did you go to swimming last weekend? No, I did not go to swimming. I went to the cinema.
Did you buy a newspaper yesterday? No i did not buy a newspaper, i bought a book
Did you come late last Sunday? No, i did not come late i came very early.
Объясняю почему. Если в предложении (обычно вопросительном и отрицательном) стоит did или did not, то глагол будет в первой форме. Если условие не соблюдается, то глагол пишем в первой форме. Применяется только в PAST SIMPLE!