opringle / named_entity_recognition

A place to implement state of the art deep learning methods for named entity recognition using python and MXNet.

Goal

• This repo contains an MXNet implementation of this state of the art entity recognition model.
• You can find my blog post on the model here.

Running the code

1. Clone this repo
2. Train the model: $ cd src && python ner.py

To reproduce the preprocessed training data:

1. Download and unzip the data: https://www.kaggle.com/abhinavwalia95/entity-annotated-corpus/downloads/ner_dataset.csv
2. Move ner_dataset.csv into ./data
3. $ cd src && python preprocess.py