Finally, the Mixed RNN encoder ties the structural label sequence and word sequence together in the closest way.
the degrees of coupling the word and structural label sequences in these three encoders are like this: Mixed RNN encoder > Hierarchical RNN encoder > Parallel RNN encoder.