4 papers
Small, Private Language Models as Teammates for Educational Assessment Design
Chris Davis Jaldi, Anmol Saini, Shan Zhang +3
Generative AI increasingly supports educational design tasks, e.g., through Large Language Models (LLMs), demonstrating the capability to design assessment questions that are align…
Interactive Evidence Maps for Visualizing and Understanding Systematic Reviews
Aditi Mallavarapu, Rohan Khandare, Mokshagna Kadiyala +4
Systematic reviews provide comprehensive syntheses of research fields. As a result, systematic reviews often emphasize synthesizing across the large bodies of literature rather tha…
Fine-Tuning A Large Language Model for Systematic Review Screening
Kweku Yamoah, Noah Schroeder, Emmanuel Dorley +2
Systematic reviews traditionally have taken considerable amounts of human time and energy to complete, in part due to the extensive number of titles and abstracts that must be revi…
AI-Assisted Data Extraction for Systematic Reviews in Education
Noah L. Schroeder, Chris Davis Jaldi, Shan Zhang +1
Systematic reviews are time-consuming endeavors that require knowledgeable human reviewers to screen studies for relevance and extract data following a specific coding scheme befor…