Problem: What are the most important words?
protesters gather and block the roads of the downtown during a protest against politician .
Answer: block, politician, protester, road

Problem: What are the most important words?
A baby giraffe standing in its pen with hay all around it.
Answer: hay, pen, stand

Problem: What are the most important words?
beads and bangles for sale in a market
Answer:
bead, market, sale