Think-Aloud Reshapes Automated Cognitive Model Discovery Beyond Behavior

Hanbo Xie, Akshay K. Jagadish, Lan Pan +1

Computational cognitive models discovered using large language models have so far relied solely on behavioral data. However, it is well-known that models produced from the behavior…