Figure 5 shows the performance of four binary classification on four top level classes influenced by different share weights w in Wshare multi-task framework.
under the framework of multi-task and gated mechanism, the main and auxiliary tasks are capable of not only sharing the parameters of learning argument pair representation but also interacting the representations learning from each other.