Leveraging Interview-Informed LLMs to Model Survey Responses: Comparative Insights from AI-Generated and Human Data

Leveraging Interview-Informed LLMs to Model Survey Responses: Comparative Insights from AI-Generated and Human Data

28 May 2025

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Papers citing "Leveraging Interview-Informed LLMs to Model Survey Responses: Comparative Insights from AI-Generated and Human Data"

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Title
LLM Generated Persona is a Promise with a Catch Ang Li Haozhe Chen Hongseok Namkoong Tianyi Peng 95 5 0 18 Mar 2025
Unveiling Scoring Processes: Dissecting the Differences between LLMs and Human Graders in Automatic Scoring Xuansheng Wu Padmaja Pravin Saraf Gyeong-Geon Lee Ehsan Latif Ninghao Liu Xiaoming Zhai 136 10 0 24 Feb 2025
Leveraging LLM-Respondents for Item Evaluation: a Psychometric Analysis Yunting Liu Shreya Bhandari Z. Pardos 67 12 0 15 Jul 2024
Scaling Synthetic Data Creation with 1,000,000,000 Personas Tao Ge Xin Chan Dian Yu Haitao Mi Dong Yu Dong Yu SyDa 185 150 0 28 Jun 2024
Quantifying AI Psychology: A Psychometrics Benchmark for Large Language Models Yuan Li Yue Huang Hongyi Wang Xiangliang Zhang James Zou Lichao Sun LM&MA AI4MH 47 15 0 25 Jun 2024
From Persona to Personalization: A Survey on Role-Playing Language Agents Jiangjie Chen Xintao Wang Rui Xu Siyu Yuan Yikai Zhang ... Caiyu Hu Siye Wu Scott Ren Ziquan Fu Yanghua Xiao 114 96 0 28 Apr 2024
Random Silicon Sampling: Simulating Human Sub-Population Opinion Using a Large Language Model Based on Group-Level Demographic Information Seungjong Sun Eungu Lee Dongyan Nan Xiangying Zhao Wonbyung Lee Bernard J. Jansen Jang Hyun Kim 101 22 0 28 Feb 2024
Leveraging generative artificial intelligence to simulate student learning behavior Songlin Xu Xinyu Zhang SyDa AI4Ed 41 13 0 30 Oct 2023
A Large Language Model Approach to Educational Survey Feedback Analysis Michael J. Parker Caitlin Anderson Claire Stone YeaRim Oh ELM LM&MA AI4Ed 80 17 0 29 Sep 2023
A Comparative Study of Open-Source Large Language Models, GPT-4 and Claude 2: Multiple-Choice Test Taking in Nephrology Sean Wu Michael Koo L. Blum A. Black Liyo Kao Fabien Scalzo Ira Kurtz LM&MA ELM AI4MH 54 47 0 09 Aug 2023
PersonaLLM: Investigating the Ability of Large Language Models to Express Personality Traits Hang Jiang Xiajie Zhang Xubo Cao Cynthia Breazeal Deb Roy Jad Kabbara 82 98 0 04 May 2023
Capabilities of GPT-4 on Medical Challenge Problems Harsha Nori Nicholas King S. McKinney Dean Carignan Eric Horvitz LM&MA ELM AI4MH 130 809 0 20 Mar 2023
Practical and Ethical Challenges of Large Language Models in Education: A Systematic Scoping Review Lixiang Yan Lele Sha Linxuan Zhao Yuheng Li Roberto Martínez-Maldonado Guanliang Chen Xinyu Li Yueqiao Jin D. Gašević SyDa ELM AI4Ed 100 302 0 17 Mar 2023
GPT-4 Technical Report OpenAI OpenAI OpenAI Josh Achiam Steven Adler Sandhini Agarwal Lama Ahmad ... Shengjia Zhao Tianhao Zheng Juntang Zhuang William Zhuk Barret Zoph LLMAG MLLM 1.5K 14,631 0 15 Mar 2023
Out of One, Many: Using Language Models to Simulate Human Samples Lisa P. Argyle Ethan C. Busby Nancy Fulda Joshua R Gubler Christopher Rytting David Wingate SyDa 89 598 0 14 Sep 2022