MUMBAI, India, March 13 -- Intellectual Property India has published a patent application (202641025499 A) filed by Vellore Institute Of Technology, Vellore, Tamil Nadu, on March 4, for 'system and method for emotion-conditioned abstractive text processing with meta-learning-based domain adaptation.'
Inventor(s) include Dr. K. Ragavan; and Vignesh Aravind K.
The application for the patent was published on March 13, under issue no. 11/2026.
According to the abstract released by the Intellectual Property India: "The present disclosure proposes a system (100) for abstractive text summarization that preserves an affective tone of an input text and employs meta-learning-based training and adaptation, including model-agnostic meta-learning (MAML), to enable rapid cross-domain or low-resource deployment of a summarization model. The system (100) comprises a computing device (102) having a processor (104) and a memory (106) for storing one or more instructions executable by the processor (104). In addition, the processor (104) is configured to execute plurality of functional modules (108) for performing emotion-aware abstractive text summarization. The plurality of functional modules (108) comprises an input module (110), a pre-processing module (112), a detection module (114), a processing module (116), a summarization module (118), an evaluation module (120), and an output module (122). The proposed system (100) supports practical deployment, including real-time operation in NLP pipelines, content management systems, customer-support automation, and sentiment-aware analytics platforms."
Disclaimer: Curated by HT Syndication.
