Named Entity Recognition

Classify Named Entities from Text using a Bi-LSTM model.

Live Demo : Named Entity Recognition

Getting Started

Installation

Clone this repository

git clone https://github.com/shaanguptaa/Named-Entity-Recognition.git

Navigate to the project directory

cd Named-Entity-Recognition

Install the requirements

pip install -r requirements.txt

Usage

To train the model, Run the train_model.ipynb notebook.

To view the UI, Run the Streamlit server

streamlit run app.py

Screenshots

Contributing

Pull requests are welcome. For major changes, please open an issue first to discuss what you would like to change.

License

This project is licensed under the MIT License - see the LICENSE file for details.