Bidirectional LSTM-CRF Models for Sequence Tagging
Table 5: Comparison of F1 scores of different models for chunking.
['System', 'accuracy']
Kudo et al. won the CoNLL 2000 challenge with a F1 score of 93.48%. Their approach was a SVM based classifier. They later improved the results up to 93.91%.