Problem: What are the most important words?
film actor poses for a photo during opening night after party .
Answer: night, party, photo, pose

Problem: What are the most important words?
the seafront with ship leaving the pier
Answer: leave, pier, ship

Problem: What are the most important words?
dense clouds of smoke can be seen rising in the distance as the fire spreads rapidly
Answer:
cloud, rise, spread