41 citations · 41 across the 3 of their papers we have counts for
3 papers · 1 filter
Item-Mean Surrogates: Why Richer Personas Fail to Deliver Individual Fidelity in LLMs as Human Surrogates
Daehwan Ahn, Chengfeng Mao, Dokyun Lee
LLMs are increasingly used to simulate and study human behavior. Such studies assume richer personas improve predictions of specific people's answers. We test this premise across f…
Transforming the Voice of the Customer: Large Language Models for Identifying Customer Needs
Artem Timoshenko, Chengfeng Mao, John R. Hauser
Identifying customer needs (CNs) is fundamental to product innovation and marketing strategy. Yet for over thirty years, Voice-of-the-Customer (VOC) applications have relied on pro…
A Survey of Large Language Models in Medicine: Progress, Application, and Challenge
Hongjian Zhou, Fenglin Liu, Boyang Gu +16
Large language models (LLMs), such as ChatGPT, have received substantial attention due to their capabilities for understanding and generating human language. While there has been a…