There was a large party of some sort going on behind her.

Usually, the President is part of the largest political party.

Even though the largest party they didn't take part in the local administration.

Every so often, though, a larger party comes down looking for a fight.

This was a large party - seven or eight men, with women and some children.

It would be, if any thing, rather a larger party than before.

With no large party of his own, he is shopping for support.

But, with the kitchen under pressure from the large party, the rest of the food fell far short.

"Do you think she does not care for large parties?"

Following the election, the leader of the largest party will become president.