Problem: What are the most important words?
looking down the hill below the waterfall
Answer: hill, look, waterfall

Problem: What are the most important words?
troops arrive at their barracks to reinforce fellow troops following the siege by militants
Answer: arrive, barrack, follow, reinforce, siege

Problem: What are the most important words?
politician addressing a crowd of supporters
Answer:
address, crowd, politician