Has anyone implemented multi label classification using hierarchical attention network?

I am going through hierarchical attention network…

I found the paper fascinating. I was wondering if HAN supports multi-label classification as well? Has anyone tried it yet in pytorch? Can I get some suggestions for implementing it?