YOU SAID:
I went to the party last night.
INTO JAPANESE
私は昨夜パーティーに行きました。
BACK INTO ENGLISH
I went to a party last night.
INTO JAPANESE
昨晩パーティーに行きました。
BACK INTO ENGLISH
I went to a party last night.
That didn't even make that much sense in English.