Unfortunately, the above scheme for exploiting pairwise order information cannot be applied directly to the emotion ranking task, because the task requires us to rank emotions within a document rather than provide a ranking of documents.
the definitions of Φ , s k,i and s k,j do not apply to emotion ranking.