Intellectual Property India Publishes Patent Application for "dynamic, Scalable, And Fair Named Entity Recognition Framework With Multilingual And Edge Optimization Capabilities''

MUMBAI, India, Oct. 19 -- Intellectual Property India has published a patent application (202521035384 A) filed by Prof. Pooja Padmakar Walke; and Dr. Farha Haneef on April 11, 2025, for "dynamic, Scalable, And Fair Named Entity Recognition Framework With Multilingual And Edge Optimization Capabilities''.

Inventors include Prof. Pooja Padmakar Walke; and Dr. Farha Haneef.

The application for the patent was published on October 16, 2026, under issue no. 42/2026.

Abstract: ABSTRACT OF INVENTION: The present invention pertains to the design and implementation of an efficient and scalable Named Entity Recognition (NER) framework leveraging advanced machine learning methodologies. This invention addresses critical challenges in dynamic contex...