Problem: What are the most important words?
cricketer plays a shot during sport international cricket match against uk constituent country
Answer: country, cricketer, match, shot

Problem: What are the most important words?
fishing boats on the beach at sunrise on beach with pier in far distance
Answer: beach, distance, sunrise

Problem: What are the most important words?
novelist started writing career in this home
Answer:
home, novelist, write