Problem: What are the most important words?
Bathroom scene, white toilet on light brown tiled floor.
Answer: floor, scene, toilet

Problem: What are the most important words?
smoke rises from the hotel on sunday during an attack .
Answer: attack, hotel, smoke

Problem: What are the most important words?
the new duke and duchess appear for the crowds on the balcony after their wedding
Answer:
appear, balcony, wedding