Telugu News Article Classification Using Natural Language Processing

Problem Statement: In this notebook, I tried to classify news paper articles using Natural Language Processing in TensorFlow

• Data: The data is taken from Kaggle datasets. You can find the data here: 'https://www.kaggle.com/sudalairajkumar/telugu-nlp?select=telugu_news'

• Evaluation: I used accuracy to evaluate the model

I've tried various models for text classification like

• Naive Bayes model
• FeedForward Neural Network
• LSTM
• GRU
• Bidirectional GRU

and found that GRU model performs better with accuracy of 93.69% accuracy!!!!