premise: A party or reunion at someones house and the people are talking. hypothesis: The party is full of people talking.
entailment: Only one party is mentioned, so 'the' is appropriate;  a party effectively consists of the people who attend it, and it appears that none of them is NOT talking, so it is fair to say that the party is FULL of people talking.