Showing 1 - 3 of 3 Research Library Publications

ACTA: Short-Answer Grading in High-Stakes Medical Exams

Posted: | King Yiu Suen, Victoria Yaneva, Le An Ha, Janet Mee, Yiyun Zhou, Polina Harik

Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2023), Pages 443-447

 

This paper presents the ACTA system, which performs automated short-answer grading in the domain of high-stakes medical exams. The system builds upon previous work on neural similarity-based grading approaches by applying these to the medical domain and utilizing contrastive learning as a means to optimize the similarity metric. 

Category:Assessment-Oriented Research, Scoring, General Measurement

Awareness of Diagnosis Predicts Changes in Quality of Life in Individuals with Mild Cognitive Impairment and Mild Stage Dementia

Posted: | Shana D. Stites, Jonathan D. Rubright, Kristin Harkins, Jason Karlawish

International Journal of Geriatric Psychiatry: Volume 38 - Issue 6, e5939

 

This observational study examined how awareness of diagnosis predicted changes in cognition and quality of life (QOL) 1 year later in older adults with normal cognition and dementia diagnoses.

Category:Health Professions

Relationships Between Cognitive Complaints and Quality of Life in Older Adults With Mild Cognitive Impairment, Mild Alzheimer Disease Dementia, and Normal Cognition

Posted: | S. D. Stites, K. Harkins, J. D. Rubright, J. Karlawish

Alzheimer Disease & Associated Disorders: October–December 2018 - Volume 32 - Issue 4 - p 276-283

 

The purpose of this study is to examine the relationship between self-reports of cognitive complaints and quality of life (QOL) in persons with varying degrees of cognitive impairment.

Category:Health Professions