___ do you call that in English?

What’s that terrible noise?— The neighbors ______ for a party. They moved here a week ago.

May I borrow this dictionary ? —Sorry. This is not _____. It’s Lily’s .

Would you like _______ or shall we go by bus?— I prefer _______,but we have to take a taxi, for time is short.

We went to see the man who was in hospital yesterday. — __________.