Balancing Cost and Quality: An Exploration of Human-in-the-Loop Frameworks for Automated Short Answer Scoring (AIED2022)
- Natural language processing
- RIKEN Center for Advanced Intelligence Project (AIP)
A research paper, titled "Balancing Cost and Quality: An Exploration of Human-in-the-Loop Frameworks for Automated Short Answer Scoring" was published at the 23rd International Conference on Artificial Intelligence in Education (AIED2022) on July 27, 2022.
This study aims to guarantee high-quality predictions of exploring the use of human-in-the-loop framework for minimizing the grading cost while guaranteeing the grading quality by allowing a Short Answer Scoring (SAS) model to share the grading task with a human grader.en