[21] use a similar bootstrapping approach for information extraction.
using crfs has become the dominant approach to ner [15], allowing for effective feature construction, handling very large feature sets, and modeling complex interactions across multiple levels of granularity; in the present paper, crfs will be our learning method of choice.