61A-Bot: AI homework assistance in CS1 is fast and cheap--but is it helpful?

JD Zamfirescu-Pereira, L Qi, B Hartmann… - arXiv preprint arXiv …, 2024 - arxiv.org
Chatbot interfaces for LLMs enable students to get immediate, interactive help on homework
assignments, but even a thoughtfully-designed bot may not serve all pedagogical goals. In …

A Knowledge-Component-Based Methodology for Evaluating AI Assistants

L Qi, JD Zamfirescu-Pereira, T Kim, B Hartmann… - arXiv preprint arXiv …, 2024 - arxiv.org
We evaluate an automatic hint generator for CS1 programming assignments powered by
GPT-4, a large language model. This system provides natural language guidance about …

Pensieve Discuss: Scalable Small-Group CS Tutoring System with AI

Y Yang, J Liu, JD Zamfirescu-Pereira… - arXiv preprint arXiv …, 2024 - arxiv.org
Small-group tutoring in Computer Science (CS) is effective, but presents the challenge of
providing a dedicated tutor for each group and encouraging collaboration among group …

AI in Computing Education from Research to Practice

B Akram, J Leinonen, N Norouzi, J Prather… - Proceedings of the 55th …, 2024 - dl.acm.org
The panel comprises a diverse set of Computing educators working on AI in education. The
panelists will address four areas of AI in Computing education: 1) AI for introductory CS …

[PDF][PDF] 61A Bot Report: AI Assistants in CS1 Save Students Homework Time and Reduce Demands on Staff.(Now What?)

JDZPL Qi, BHJDNN Norouzi - zamfi.net
Chatbot interfaces for LLMs enable students to get immediate, interactive help on homework
assignments, but even a thoughtfullydesigned bot may not serve all pedagogical goals. In …