In contrast to the sharedprivate model, a dynamic fusion module (see §2.3) is further introduced to explicitly capture the correlation between domains.
a gate is leveraged to automatically find the correlation between a current input and all domain-specific models, so that a weight can be assigned to each domain for extracting knowledge.