Abstract:
"This research explores the field of Automated Essay Scoring (AES) in Natural Language
Processing (NLP) with the goal of implementing an optimal structured essay evaluation
system. Manual grading of exam papers is time-consuming and laborious, placing burdens on
teachers. When considering the existing automated systems, they do possess certain drawbacks
such as lack of contextual understanding, failure to capture sequence information and inability
find connected elements."