BiLSTM-CNN-CRF-POStagger

BiLSTM CNN CRF POS tagger in PyTorch

Possible models

BiLSTM encoder, CNN character model, CRF tagger from:

• Ma & Hovy (2016) End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF

BiLSTM encoder, LSTM with attention character model, Affine tagger from:

• Dozat et al. (2017) Stanford's Graph-based Neural Dependency Parser at the CoNLL 2017 Shared Task

Code for training heavily based on: https://github.com/bastings/parser