2 papers
cs.CL2026
Decision-Level Ordinal Modeling for Multimodal Essay Scoring with Large Language Models
Han Zhang, Jiamin Su, Li liu
Automated essay scoring (AES) predicts multiple rubric-defined trait scores for each essay, where each trait follows an ordered discrete rating scale. Most LLM-based AES methods ca…
cs.CL2025
LAVA: Language Model Assisted Verbal Autopsy for Cause-of-Death Determination
Yiqun T. Chen, Tyler H. McCormick, Li Liu +1
Verbal autopsy (VA) is a critical tool for estimating causes of death in resource-limited settings where medical certification is unavailable. This study presents LA-VA, a proof-of…