Problem: What are the most important words?
ship docked on the commercial port
Answer: dock, port, ship

Problem: What are the most important words?
organization leader holds award category after his news conference on feburary
Answer: category, hold, leader

Problem: What are the most important words?
unloading a catch of shellfish from a small fishing boat in the harbour
Answer:
boat, catch, harbour, unload