MUMBAI, India, Aug. 17 -- Intellectual Property India has published a patent application (202421086825 A) filed by Amity University Madhya Pradesh on November 11, 2024, for A System And Method For Providing A Combinatorial Model Of Transformer Attention Mechanisms With Gru.
Inventors include Sahitya Satya; Dr Ashok Kumar Shrivastava; and Deepak Motwani.
The application for the patent was published on August 14, 2026, under issue no. 33/2026.
Abstract: The present invention relates to a Combinatorial Model of Transformer Attention Mechanisms with GRU to Improve Efficiency and Minimize Complexity in NLP. The present invention discloses a significant breakthrough in NLP architectures by creating a hybrid model that combines the efficiency of GRU with the context-awareness of Transformer Attention. The model achieves an optimal balance between computational efficiency and contextual understanding, making it well-suited for tasks requiring nuanced understanding of complex relationships in text data.
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