1 publication

• Published Subscription Original Research 15 Jul 2026

  Automated Evaluation of Descriptive Answers

  By Subhakanta Panda, Harendra Kumar, Dhawaleswar Rao, Gitanjali Mishra

  Abstract: This paper offers a smarter system of automatic evaluation of descriptive responses in educational tests. The time-consuming aspect of testing with traditional manual marking, the subjectivity of that process, and the impossibility of scaling it makes it inapplicable, particularly to large academic environments. To resolve the issues, the proposed solution combines the methods of Natural Language Processing (NLP) and hybrid image-text processing on the responses of handwriting and typed answers. …

  Published in Emerging Trends in Languages · Vol. 3, Issue 2, 2026 · pp. 1–9 Read article →