... to a huge parsed corpus. In other words, the availability of an almost unlimited raw corpus compensates for the modest recall. As a result, large quantities of NE instances are automatically ... containsDigitAndAlpha, containsDigitAndDash, containsDigitAndSlash, containsDigitAndComma, containsDigitAndPeriod, otherNum, allCaps, capPeriod, initCap, lowerCase, other. 6 Benchmarking and ... be better if only company names or military organization names are targeted. In addition to the key NE types in MUC, our system is able to recognize another NE type, namely, PRODUCT (PRO)...