Problem: What are the most important words?
men watching sports at the pub
Answer: pub, sport, watch

Problem: What are the most important words?
family with politician and his family during the inaugural ceremonies
Answer: ceremony, family, politician

Problem: What are the most important words?
moon in a shape of heart glowing at space
Answer:
glow, heart, space