igorbonadio/entity-recognition

Entity Recognition Using Bi-directional LSTM-CNNs-CRF

Entity Recognition

TODO

Requirements

• Python 3
• sh setup-env.sh will download and install the required python libs

Training

python train.py

API

To start the API, run:

python api.py

It will start the API on port 8080. To test it, follow the link below:

http://localhost:8080/predict?text=teste

References

• End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF by Ma et Hovy
• Guillaume Genthial's implementation