This repository contains the code for our paper: Quantifying the Persona Effect in LLM Simulations
For regression analysis: Please refer to the original papers for dataset download. Unfortunately quite a few dataset included in this work does not allow redistribution of the datasets.
For running LLM experiments: email me (th656@cam.ac.uk) to show that you have access to the full version of the four datasets used in Table 2 then I'll be able to share the processed version directly.
If you have any questions related to the paper or code, feel free to email Tiancheng {th656@cam.ac.uk}.
Please cite our paper if you find the repo helpful in your work:
@inproceedings{hu-collier-2024-quantifying,
title = "Quantifying the Persona Effect in {LLM} Simulations",
author = "Hu, Tiancheng and
Collier, Nigel",
editor = "Ku, Lun-Wei and
Martins, Andre and
Srikumar, Vivek",
booktitle = "Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)",
month = aug,
year = "2024",
address = "Bangkok, Thailand",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/2024.acl-long.554",
doi = "10.18653/v1/2024.acl-long.554",
pages = "10289--10307",
}