However, we assumed that a 1 Linguistic Data Consortium (LDC), catalogId: LDC2003T05 model trained on Wikipedia could more effectively identify NEs in Wikipedia (as it is the same domain).
we merged the four NE classes marked in Wiki50 into one NE class to train the CRF with common feature set described above.