For example, given the following sentence as input: Many methods for NER are based on supervised learning.
conditional Random Field -cRF (Lafferty et al., 2001;Sutton and Mccallum, 2006) and Long Short Term Memory -LSTM (Hochreiter and Schmidhuber, 1997) are the most popular methods.