An LLM pipeline generates TED-Ed extended reading articles and course recommendations, but its recommendation hit rate drops when the generation stages are added, undercutting the claimed accuracy.
ChatGPT in Research and Education: Exploring Benefits and Threats
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abstract
In recent years, advanced artificial intelligence technologies, such as ChatGPT, have significantly impacted various fields, including education and research. Developed by OpenAI, ChatGPT is a powerful language model that presents numerous opportunities for students and educators. It offers personalized feedback, enhances accessibility, enables interactive conversations, assists with lesson preparation and evaluation, and introduces new methods for teaching complex subjects. However, ChatGPT also poses challenges to traditional education and research systems. These challenges include the risk of cheating on online exams, the generation of human-like text that may compromise academic integrity, a potential decline in critical thinking skills, and difficulties in assessing the reliability of information generated by AI. This study examines both the opportunities and challenges ChatGPT brings to education from the perspectives of students and educators. Specifically, it explores the role of ChatGPT in helping students develop their subjective skills. To demonstrate its effectiveness, we conducted several subjective experiments using ChatGPT, such as generating solutions from subjective problem descriptions. Additionally, surveys were conducted with students and teachers to gather insights into how ChatGPT supports subjective learning and teaching. The results and analysis of these surveys are presented to highlight the impact of ChatGPT in this context.
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cs.CL 1years
2025 1verdicts
REJECT 1representative citing papers
citing papers explorer
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Stay Hungry, Stay Foolish: On the Extended Reading Articles Generation with LLMs
An LLM pipeline generates TED-Ed extended reading articles and course recommendations, but its recommendation hit rate drops when the generation stages are added, undercutting the claimed accuracy.