Teaching Assistants' Feedback Summarization using LLMs

Using Prompt Engineering and Pre-Clustering of data we guide LLM to find insights and provide a helpful summary.

Collaborators: Michael Liut, Lisa Zhang

Small Language Model Experience Report

Our deployment process, challenges we faced, ways we recommend, and the Impossible Triangle.

Collaborators: Michael Liut, Zezhu Yu, Andreas Bergen

ALL-IN-ONE

A tool to help aid educators use GenAI for their students.

Collaborators: Michael Liut

SLMs + RAG vs LLMs for Computing Education

Result demonstrated Mistral 7B (SLM) + IC (RAG) was able to surpass GPT-4 (LLM).

Paper Published at ACM ITiCSC 2024

Collaborators: Michael Liut, Zezhu Yu, Andreas Bergen, Philip Huang, Yousef Bulbulia