APS

2024 APS Annual Convention

Frontiers in AI and Psychometrics: Revolutionizing Research with Large Language Models and Network Psychometrics

Friday, May 24, 2024 · San Francisco, CA

Oral · Personality/Emotion

This symposium explores the innovative integration of large language models and network psychometrics, discussing advances in automated item generation, structural quality analysis, and emotion detection and modeling. It aims to unveil new methods and research directions in this emergent scientific field.

Chairs & Discussants

  • Hudson GolinoChair
    University of Virginia

Presentations

  1. Monticello Simulations: Theory-Guided Simulations Via Large Language Models.Hudson Golino
  2. Assessing the Quality of AI-Generated Items: A Network Psychometric ApproachLara Russell-Lasalandra
  3. Estimating Emotions in Videos with Zero-Shot Classification and Dynamic Exploratory Graph Analysis.Aleksandar Tomasevic