Intellectual Property India Publishes Patent Application for A System Of Efficient Toxic-Comment-Classification Models Using Bert

MUMBAI, India, July 7 -- Intellectual Property India has published a patent application (202641076888 A) filed by Sr University on June 22, 2026, for A System Of Efficient Toxic-Comment-Classification Models Using Bert.

Inventors include Sukhaverji Ghate; Prof Deepak Garg; and Dr. Dilbag Singh.

The application for the patent was published on July 03, 2026, under issue no. 27/2026.

Abstract: A SYSTEM OF EFFICIENT TOXIC-COMMENT-CLASSIFICATION MODELS USING BERT The present invention discloses an efficient toxic-comment-classification system leveraging the contextual learning capabilities of BERT combined with a CNN-based ensemble. The system preprocesses and tokenizes online comments using BERT’s WordPiece tokenizer, generating deep bidirec...