Named-Entity-Recognition using LSTMs with Keras

A keras implementation of Bidirectional-LSTM for Named Entity Recognition.

Trained a Bidirectional LSTM Neural Network to recognize named entities in text data.

Data Preparation (optional)

The dataset is available as a single csv file.

Technologies Used

1.Bidirectional LSTM

2.Keras

3.Tensorflow

4.Python

Result

This was the graph we obtained after training the Neural Network.

Author

Rahul Kumar Patro