Intellectual Property India Publishes Patent Application for A Hybrid Roberta Model For Emotion Detection Using Calibration And Uncertainty Estimation

MUMBAI, India, Sept. 22 -- Intellectual Property India has published a patent application (202611089127 A) filed by Manipal University Jaipur on July 22, 2026, for A Hybrid Roberta Model For Emotion Detection Using Calibration And Uncertainty Estimation.

Inventors include Namita Narang; Riya Jain; and Nandini Babbar.

The application for the patent was published on September 18, 2026, under issue no. 38/2026.

Abstract: The present invention relates to a hybrid RoBERTa model for emotion detection using calibration and uncertainty estimation that provides reliable and personalized emotional analysis for mental health monitoring and digital journaling applications. The system comprises a data preprocessing module for preparing textual inputs...