Therefore, we propose to model the joint entity and relation classification problem with the following sequence of scores (cf., Figure  2): with r ij being the relation between e i und e j .
we approximate the joint probability of entity types T e 1 , T e 2 and relations R e 1 e 2 as follows: Our intuition is that the dependence between relation and entities is stronger than the dependence between the two entities.