Open access
Sep 2026
Design and Implementation of a Scalable AI-Based Semantic Evaluation System for Hindi Text Using Transformer Models
This study proposes an automated evaluation framework with intelligent rule-based linguistic preprocessing and transformer-based deep learning that will enable scalable, consistent and repeatable assessment in Hindi.
Nirja D. Shah, Jyoti Pareek
· international journal of eng... · 0 citations