If we optimize an averaged likelihood, we can only capture the common matching patterns, which leads to generating common responses.
if we want to generate specific responses, we need to capture the most significant matching pattern; while if we want to generate diverse responses, we need to define a criteria which has the ability to capture the various matching patterns.