LSTM + CRF in Tensorflow
Before Starting You need:
- glove.6B.300d embedding vector
- IOB label samples
Than:
- Build vocab from the data and extract trimmed glove vectors.
python build_data.py
- Train the model with
python train.py
- Evaluate and interact with the model with
python evaluate.py
Ref: https://guillaumegenthial.github.io/sequence-tagging-with-tensorflow.html