Accessibility settings

Published on in Vol 10 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/92821, first published .
Pregnant woman in an orange top holding a green apple and a chocolate bar

Benchmarking Large Language Models for Sentiment Analysis in Pregnancy-Related Weight Discussions on Reddit: Human Performance-Aligned Comparative Evaluation Study

Benchmarking Large Language Models for Sentiment Analysis in Pregnancy-Related Weight Discussions on Reddit: Human Performance-Aligned Comparative Evaluation Study

Rezaur Rashid   1 , PhD ;   Brianna M White   1 , MPH ;   Fekede Asefa Kumsa   1 , PhD ;   Arash Shaban-Nejad   1 , MPH, PhD

1 Center for Biomedical Informatics, Department of Pediatrics, College of Medicine, University of Tennessee Health Science Center, Memphis, TN, United States

Corresponding Author:

  • Arash Shaban-Nejad, MPH, PhD
  • Center for Biomedical Informatics, Department of Pediatrics, College of Medicine
  • University of Tennessee Health Science Center
  • 50 N Dunlap Street
  • Memphis, TN 38103
  • United States
  • Phone: +1 (901) 287-5863
  • Email: ashabann@uthsc.edu