Hate Text Detection API Using NLP-Deep Learni...

Hate Text Detection API Using NLP-Deep Learning

Author Name : Prof. Suchitra Deokate, Rayyan Mulla, Vedant Mate, Rohit Singh, Yash Roham

ABSTRACT The rapid rise of digital communication has led to increase of harmful online content, making hate text detection a very important necessity. This project focuses on building a Hate Text Detection API using Natural Language Processing (NLP) and deep learning techniques to automatically identify and classify hate text in textual data. The API makes use of the Recurrent Neural Networks (RNNs) or Long Short-Term Memory (LSTM) networks to effectively capture contextual relationships in text, enabling accurate real-time detection of offensive text.