MUMBAI, India, Aug. 24 -- Intellectual Property India has published a patent application (202621080926 A) filed by Symbiosis International Deemed University on June 30, 2026, for Emotion-Aware Conversational Ai System With Adaptive Response Generation.
Inventors include Jeel Joshi; Kapish Rathod; Dr. Aniket K. Shahade; Dr. Priyanka V. Deshmukh; Dr. Shruti Patil; and Dr. Ketan Kotecha.
The application for the patent was published on August 21, 2026, under issue no. 34/2026.
Abstract: ABSTRACT EMOTION-AWARE CONVERSATIONAL AI SYSTEM WITH ADAPTIVE RESPONSE GENERATION The present invention provides an emotion- aware conversational AI system (100) comprising a sequential pipeline integrating a text preprocessing module (110) with BERT tokenization, an emotion classification module (120) employing a fine-tuned BERT classification engine (124) trained on a synthetically balanced dataset of 300,000 samples across six emotion categories, an emotion-input fusion module (130) combining the classified emotion with user input into a structured prompt, a response generation module (140) employing a LLaMA language model engine (142) with emotion-driven prompting and conversation memory, a response safety and quality module (150) with toxicity filtering, hallucination control, and bias mitigation, and a postprocessing module (160). The system achieves 94 percent classification accuracy using RoBERTa and generates emotionally coherent responses for applications in empathetic virtual assistants and emotionally intelligent dialogue systems. [
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