The main drawback of these hybrid methods, however, is that they model the context compatibility and the topic coherence separately, which makes it difficult to capture the mutual reinforcement effect between the above two directions.
the topic coherence and the context compatibility are highly correlated and their evidence can be used to reinforce each other in EL decisions.