Previous work has shown that semi-CRFs outperform CRFs on named entity recognition (NER) tasks (Sarawagi and Cohen, 2004;Okanohara et al., 2006).
for opinion expressions that do not match any segment candidate, we break them down into smaller segments using a greedy matching process.