LLMs vs. Traditional NLP Models: Performance Benchmarking for Essay Grading
This essay explores how LLMs outperform traditional NLP models in essay grading, what performance benchmarks reveal about their strengths and weaknesses, and how future AI-driven essay graders and paper graders might balance automation with ethical and pedagogical responsibility.
