2, we obtain the path "between → hard → being → cottage → country" using our tree building method, which is not relevant to our question.
to improve the precision of useful concepts, we rank these knowledge paths by their relevance and filter out noise using the following 3-step scoring method: Initial Node Scoring: We want to select paths with nodes that are important to the context, in order to provide the most useful commonsense relations.