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Keras Implementation of Multi-Digraph NER Model Incorporating with Gazetteers

This is a Keras (Tensorflow backend) implementation of multi-digraph ner model as described in the paper Ding et.al. A Neural Multi-digraph Model for Chinese NER with Gazetteers. ACL2019. Author's Pytorch implementation is available in this repo.

Environments

  • python==3.6.6
  • Keras==2.3.0
  • tensorflow-gpu==1.13.1

Run

Prepare data

All the data are copied from author's repo.

Preprocess

python3 preprocess.py

The processed data will be stored in data dir.

Train

python3 main.py

Performance

Reference