Intellectual Property India Publishes Patent Application for A System And Method For Classifying Hate In Lyric Text Using Low-Rank Adaptation

MUMBAI, India, Nov. 13 -- Intellectual Property India has published a patent application (202541126474 A) filed by Manipal Academy Of Higher Education on December 13, 2025, for A System And Method For Classifying Hate In Lyric Text Using Low-Rank Adaptation.

Inventors include Pratham Shah; Avanish Money Srivats; Nishant Gunda; Prashanth J Kumar; Neha Varadharajan; and Nisha P Shetty.

The application for the patent was published on November 13, 2026, under issue no. 46/2026.

Abstract: A system (100) for classifying lyric text comprises a dataset acquisition unit (101) having a training corpus input (101A) for a hate speech corpus and neutral text, and a lyric text input (101B). A preprocessing and chunking unit (103) segments the lyric te...