However, there are approaches such as discriminative reranking (Collins and Koo, 2005) to rerank the output of an existing system that offer a means for further improving the performance of our SLL+RLL model.
from Table 2, we find that SLL+RLL model performs worse with respect to the opinion expression entities and opinion holder entities.