automated essay scoring 1critical thinking 1cross-rubric generalization 1educational assessment 1large language models 1
From the 1 of 2 linked papers with an AI index.
2 papers
cs.CL2026
When Rubrics Change: Cross-Rubric Generalization for Critical Thinking Essay Scoring
Nischal Ashok Kumar, Payu Wittawatolarn, Sana Kang +7
The paper investigates how to train automated essay scoring models on one set of rubrics and apply them to previously unseen rubrics, using fine‑tuned large language models with in…
cs.CY2026
Toward LLM-Supported Automated Assessment of Critical Thinking Subskills
Marisa C. Peczuh, Nischal Ashok Kumar, Ryan Baker +11
As the world becomes increasingly saturated with AI-generated content, disinformation, and algorithmic persuasion, critical thinking - the capacity to evaluate evidence, detect unr…