This resembles the transfer learning discussed by Howard and Ruder (2018), where the source domain would be the BM25 sentences, and the target domain the ROCC justifications.
one important distinction is that, in our case, all this knowledge comes solely from the resources provided within each dataset, and is retrieved using unsupervised method (BM25).