On the other hand, due to insufficient labeled training data, deep models usually fail to behave normally in such domain, and state-of-the-art methods in these domains are usually dominated by rule based deductive methods or shallow model with hand-crafted features.
cLc achieved state-of-the-art performance in general NER, and therefore we take the cLc as our student network, Fig.