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cs.CL2026
"Act Like a 5th Grader" is Not Enough: Bounding Knowledge in LLM-Based User Simulators
Krisztian Balog, Arild Michel Bakken
Large language models (LLMs) are increasingly used to simulate human behavior but frequently fail to exhibit realistic cognitive constraints, suffering from a "superhuman bias." Us…
cs.CL2025
MultiConAD: A Unified Multilingual Conversational Dataset for Early Alzheimer's Detection
Arezo Shakeri, Mina Farmanbar, Krisztian Balog
Dementia is a progressive cognitive syndrome with Alzheimer's disease (AD) as the leading cause. Conversation-based AD detection offers a cost-effective alternative to clinical met…