Browsing by Author "Rahul Kumar 1NH22CS174"

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    SmartExaminer: An Automated Typed-Answer Evaluation and Feedback System
    (2026-02-06) Poludas Akhil 1NH22CS163; Rahul Kumar 1NH22CS174; Sadhan MB 1NH22CS185; Sudipta Vijay 1NH22CS220
    To automate descriptive answer evaluation using advanced NLP techniques, SmartExaminer aims to leverage state-of-the-art language models to assess semantic similarity, logical correctness, conceptual completeness, and factual accuracy, ensuring objective and bias-free scoring for subjective responses. To provide immediate, actionable feedback for student learning improvement. The system delivers instant insights after submission-highlighting missed concepts, incorrect reasoning, and improvement areas-helping students strengthen subject understanding and close learning gaps. To enhance instructor productivity and streamline assessment workflows, By eliminating manual correction tasks, SmartExaminer enables instructors to focus more on pedagogy, while supporting essential workflows such as timed exams, scheduled tests, study material distribution, and leaderboard generation. To generate comprehensive analytics for performance monitoring and academic decision-making.