MUMBAI, India, July 13 -- Intellectual Property India has published a patent application (202541061768 A) filed by M. S. Ramaiah Institute Of Technology on June 27, 2025, for System And Method For Automatic Evaluation Of Descriptive Answers And Generation Of Question-Answer Pairs.
Inventors include Geetha Jai; Arnav Asodu Rajesh; Pratham Manjunath; Haarish Anandan; and Madhumita Raghu.
The application for the patent was published on July 10, 2026, under issue no. 28/2026.
Abstract: ABSTRACT SYSTEM AND METHOD FOR AUTOMATIC EVALUATION OF DESCRIPTIVE ANSWERS AND GENERATION OF QUESTION-ANSWER PAIRS The present disclosure relates to a system (100) for automatic evaluation of descriptive answers and generation of question-answer pairs. The system (100) comprises a data acquisition module 102 to collect and preprocess student responses and educational content. The descriptive answer evaluation module (104) uses SBERT, Distil-BERT, and DeBERTa models to compute semantic similarity, extract and score keywords, and assess grammar accuracy. These scores are aggregated using a regression model module (106) to produce a final evaluation score. The question-answer pair generation module (108) extracts content from documents, retrieves relevant information via a RAG framework, and generates diverse question types using a Llama-2-13b-chat model further, the user interface module (110) enables students to submit answers, receive feedback, and allows educators to access performance insights.
Disclaimer: Curated by HT Syndication.
