The small project using Convolutional Neural Network (CNN) to solve the Named Entity Recognition (NER) problem.
- Python 2.7.12 or higher
- Keras: Using Tensorflow backend
- word2vec: Python wrapper for Tensorflow's word2vec algorithm
For more requirement packages, see the file requirements.txt or using python pip
pip install -r requirements.txt
The data was used to evaluate the method is CONLL the CONLL-2003 NER Shared Task dataset (Tjong Kim Sang and De Meulder, 2003). Data files can be downloaded at here.
This project is licensed under the MIT License.