1.HMM
https://github.com/kifish/NER-demo/tree/hmm
2.CRF
https://github.com/kifish/NER-demo/tree/crf
3.BiLSTM-viterbi
https://github.com/kifish/NER-demo/tree/BiLSTM-viterbi
4.BiLSTM-CRF
https://github.com/kifish/NER-demo/tree/BiLSTM-crf
5.BiLSTM-CNN-CRF
https://github.com/kifish/NER-demo/tree/BiLSTM-crf
python3.6 (maybe python3.5.3 will work)
pip install -r requirements.txt (according to the branch)
(use to install keras-contrib)
see the report
see the report
see the report