72 citations · 248 across the 24 of their papers we have counts for
7 papers · 1 filter
Leveraging LLM-Respondents for Item Evaluation: a Psychometric Analysis
Yunting Liu, Shreya Bhandari, Zachary A. Pardos
Effective educational measurement relies heavily on the curation of well-designed item pools (i.e., possessing the right psychometric properties). However, item calibration is time…
Representational Alignment Supports Effective Machine Teaching
Ilia Sucholutsky, Katherine M. Collins, Maya Malaviya +11
A good teacher should not only be knowledgeable, but should also be able to communicate in a way that the student understands -- to share the student's representation of the world.…
Auditing an Automatic Grading Model with deep Reinforcement Learning
Aubrey Condor, Zachary Pardos
We explore the use of deep reinforcement learning to audit an automatic short answer grading (ASAG) model. Automatic grading may decrease the time burden of rating open-ended items…
Gaining Insights into Group-Level Course Difficulty via Differential Course Functioning
Frederik Baucks, Robin Schmucker, Conrad Borchers +2
Curriculum Analytics (CA) studies curriculum structure and student data to ensure the quality of educational programs. One desirable property of courses within curricula is that th…
Explainable Automatic Grading with Neural Additive Models
Aubrey Condor, Zachary Pardos
The use of automatic short answer grading (ASAG) models may help alleviate the time burden of grading while encouraging educators to frequently incorporate open-ended items in thei…
Survey of Computerized Adaptive Testing: A Machine Learning Perspective
Yan Zhuang, Qi Liu, Haoyang Bi +12
Computerized Adaptive Testing (CAT) offers an efficient and personalized method for assessing examinee proficiency by dynamically adjusting test questions based on individual perfo…
Human-AI Collaboration Increases Skill Tagging Speed but Degrades Accuracy
Cheng Ren, Zachary Pardos, Zhi Li
AI approaches are progressing besting humans at game-related tasks (e.g. chess). The next stage is expected to be Human-AI collaboration; however, the research on this subject has…