Lt.Dr.Babu S,Dr.T.S.Umamaheswari,Dr. P. Parameswari , Tran., “Context-Aware Scoring: A Hybrid Approach to Evaluating Descriptive Responses”, CDF, vol. 54, no. 4, pp. 7495–7504, Feb. 2025, doi: 10.48047/zwy7kr19.