Problem: What are the most important words?
the referee stops the fight as professional boxer beats boxer during their bout .
Answer: fight, referee, stop

Problem: What are the most important words?
different banners with star in the middle of ribbons isolated on white .
Answer: banner, isolate, ribbon, star

Problem: What are the most important words?
A man slowly wades through thigh deep water surrounded by mangroves.
Answer:
surround, wade, water