NER-model

Using IDCNN and CRF to create a sequence labeling model.

This project uses IDCNN and CRF, combined with Word2Vec, to realize the IOBES named entity annotation of Chinese and English data

mainly reference

---

Composition of the project

• main program - trains and tests the model, calls methods in other programs.
• model program - set model parameters, build models, including CNN, CRF and word vector creation.
• Other programs - data preprocessing functions, format conversion functions, data loading functions, etc.
• Datasets - including Chinese and English datasets.

Enjoy！