Before revision:  Furthermore, a context-aware relation update module is designed to explicitly update the relation representation between words, and these two modules work in the mutual promotion way.
After revision:  Furthermore, a context-aware relation update module is introduced, which refines the relation representations with contextual information. These two modules are complementary to each other and work in a mutual promotion way.