Could you first start by defining what compact embedding and dense embedding means. I have some natural guesses, but I would like to know for sure what you mean.
Second, what kind of relationships do you want to consider? As it stands, your question is a bit vague. Obviously, you will find an entire host of relationships, but can you make it a bit more specific?