3 papers
cs.CL2026
Beyond Accuracy: A Multidimensional Evaluation of Statistical Reasoning in Large Language Models
Monnie McGee, Mateo Langston Smith, Julian Cabrera
Statistical reasoning is multidimensional, yet evaluations of large language models (LLMs) typically emphasize response accuracy while overlooking how models construct and communic…
stat.OT2025
Generative AI Takes a Statistics Exam: A Comparison of Performance between ChatGPT3.5, ChatGPT4, and ChatGPT4o-mini
Monnie McGee, Bivin Sadler
Many believe that use of generative AI as a private tutor has the potential to shrink access and achievement gaps between students and schools with abundant resources versus those…
stat.OT2024
Equity in the Use of ChatGPT for the Classroom: A Comparison of the Accuracy and Precision of ChatGPT 3.5 vs. ChatGPT4 with Respect to Statistics and Data Science Exams
Monnie McGee, Bivin Sadler
A college education historically has been seen as method of moving upward with regards to income brackets and social status. Indeed, many colleges recognize this connection and see…