Fucheng Guo

Automating Situational Judgment Tests From Likert Scales: A Multiagent LLM Framework for Literacy Assessment

Situational judgment tests (SJTs) are a well-established class of assessment instruments that embed measurement within realistic scenarios, eliciting context-driven responses that are less susceptible to social desirability bias and more effective at capturing applied judgment than traditional self-report scales. Despi...