MUMBAI, India, Jan. 8 -- Intellectual Property India has published a patent application (202511105163 A) filed by Mayank Singh; Lakshya Bhatia; Gunjan Verma; and Dhyanendra Jain, Ghaziabad, Uttar Pradesh, on Oct. 31, 2025, for 'natural language processing in virtual assistants: current approaches and challenges.'

Inventor(s) include Mayank Singh; Lakshya Bhatia; Gunjan Verma; and Dhyanendra Jain.

The application for the patent was published on Dec. 12, under issue no. 50/2025.

According to the abstract released by the Intellectual Property India: "The present invention relates to a novel framework for Natural Language Processing (NLP) applied in virtual assistants. The system integrates hybrid machine learning models, contextual understa...