Education on Ye Joo Park's Bloghttps://park.is/categories/education/Recent content in Education on Ye Joo Park's BlogHugoen-USMon, 08 Sep 2025 00:00:00 +0000Using GPT to Generate Paper Feedbackhttps://park.is/notebooks/20250908_generate_paper_feedback_using_gpt/Mon, 08 Sep 2025 00:00:00 +0000https://park.is/notebooks/20250908_generate_paper_feedback_using_gpt/<div class="cell border-box-sizing text_cell rendered" id="cell-id=cec6d515-3cbc-4cf7-a028-dd970afe0740" > <div class="prompt input_prompt"></div> <div class="inner_cell"> <div class="text_cell_render border-box-sizing rendered_html"> <p> In 2012, I graded hundreds of papers as a teaching assistant. This was a time-consuming and subjective process, and I often spent days grading just to meet deadlines. </p> <p> Large language models (LLMs) like GPT-5 are transforming education, including the grading of written assignments. LLMs provide an efficient and scalable way to assess students' writing while also generating personalized feedback. However, my experience using LLMs for grading has been unreliable for the following reasons: </p>