For example, JOURNAL often co-occurs with PAGES but JOURNAL is not strictly accompanied by PAGES (Anzaroot et al., 2014).
we regularize the state transition log-potential with a low-rank constraint, forming an embedding matrix wherein state transition interaction scores are mediated through low-dimensional state embeddings rather than a fully unconstrained parameter matrix.