Various Essay Task

Automated essay scoring (AES) research aims to develop systems that accurately and efficiently evaluate written essays, moving beyond simple holistic scores to provide multi-dimensional feedback on aspects like grammar, vocabulary, and coherence. Current research heavily utilizes large language models (LLMs) like GPT, fine-tuned with various techniques including multiple regression and active learning methods, to achieve this. These advancements hold significant implications for education, streamlining assessment processes and providing valuable insights into student writing, while also raising important questions about bias and the potential for LLMs to replace human graders.