Comparison of free annotation packages for data labeling

• In Event: Innovation Demonstration II

Abstract

ML and AI applications in assessment frequently require labeled or annotated data. Measurement professionals may struggle to obtain and manage annotations due to software constraints. This demonstration compares the features and functionality of three no-cost annotation solutions: Scale Studio, John Snow Labs NLP Lab, and BRAT.

Authors

• Janet Mee, NBME

• Milton Quranda, NBME

• Andrew Houriet, NBME

• Thai Quang Ong, National Board of Medical Examiners

• Wenli Ouyang, NATIONAL BOARD OF MEDICAL EXAM

• Christopher Runyon, NBME

• Victoria Yaneva