This study explores using transfer learning in machine learning for natural language processing (NLP) to create generic automated essay scoring (AES) models, providing instant online scoring for statewide writing assessments in K-12 education. The goal is to develop an instant online scorer that is generalizable to any prompt, addressing the…

Problem Statement: There have been many attempts to research the effective assessment of writing ability, and many proposals for how this might be done. In this sense, rater reliability plays a crucial role for making vital decisions about testees in different turning points of both educational and professional life. Intra-rater and inter-rater…