Virtual Personas for Language Models via an Anthology of Backstories

Virtual Personas for Language Models via an Anthology of Backstories

9 July 2024

Widyadewi Soedarmadji

Eran Kohen Behar

Papers citing "Virtual Personas for Language Models via an Anthology of Backstories"

18 / 18 papers shown

Title
Improving LLM Personas via Rationalization with Psychological Scaffolds Brihi Joshi Xiang Ren Swabha Swayamdipta Rik Koncel-Kedziorski Tim Paek 68 0 0 25 Apr 2025
LoRe: Personalizing LLMs via Low-Rank Reward Modeling Avinandan Bose Zhihan Xiong Yuejie Chi Simon S. Du Lin Xiao Maryam Fazel 26 0 0 20 Apr 2025
LLM Social Simulations Are a Promising Research Method Jacy Reese Anthis Ryan Liu Sean M. Richardson Austin C. Kozlowski Bernard Koch James A. Evans Erik Brynjolfsson Michael S. Bernstein ALM 49 4 0 03 Apr 2025
Enough Coin Flips Can Make LLMs Act Bayesian Ritwik Gupta Rodolfo Corona Jiaxin Ge Eric Wang Dan Klein Trevor Darrell David M. Chan LRM BDL 43 1 0 06 Mar 2025
VirtualXAI: A User-Centric Framework for Explainability Assessment Leveraging GPT-Generated Personas Georgios Makridis Vasileios Koukos G. Fatouros D. Kyriazis 61 1 0 06 Mar 2025
Know You First and Be You Better: Modeling Human-Like User Simulators via Implicit Profiles Kuang Wang X. Li S. M. I. Simon X. Yang Li Zhou Feng Jiang H. Li 42 0 0 26 Feb 2025
Language Model Fine-Tuning on Scaled Survey Data for Predicting Distributions of Public Opinions Joseph Suh Erfan Jahanparast Suhong Moon Minwoo Kang Serina Chang ALM LM&MA 47 1 0 24 Feb 2025
Sleepless Nights, Sugary Days: Creating Synthetic Users with Health Conditions for Realistic Coaching Agent Interactions Taedong Yun Eric Yang Mustafa Safdari Jong Ha Lee Vaishnavi Vinod Kumar ... Isaac Galatzer-Levy Yugang Jia John Canny Arthur Gretton Maja J. Matarić SyDa 75 1 0 18 Feb 2025
Can Language Models Reason about Individualistic Human Values and Preferences? Liwei Jiang Taylor Sorensen Sydney Levine Yejin Choi 26 7 0 04 Oct 2024
Rediscovering the Latent Dimensions of Personality with Large Language Models as Trait Descriptors Joseph Suh Suhong Moon Minwoo Kang David M. Chan 28 1 0 16 Sep 2024
Moral Foundations of Large Language Models Marwa Abdulhai Gregory Serapio-Garcia Clément Crepy Daria Valter John Canny Natasha Jaques LRM 57 42 0 23 Oct 2023
AI-Augmented Surveys: Leveraging Large Language Models and Surveys for Opinion Prediction Junsol Kim Byungkyu Lee SyDa 26 30 0 16 May 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 41 69 0 04 May 2023
Generative Agents: Interactive Simulacra of Human Behavior J. Park Joseph C. O'Brien Carrie J. Cai Meredith Ringel Morris Percy Liang Michael S. Bernstein LM&Ro AI4CE 215 1,701 0 07 Apr 2023
Moral Mimicry: Large Language Models Produce Moral Rationalizations Tailored to Political Identity Gabriel Simmons 98 36 0 24 Sep 2022
CommunityLM: Probing Partisan Worldviews from Language Models Hang Jiang Doug Beeferman Brandon Roy Dwaipayan Roy 86 30 0 15 Sep 2022
Using cognitive psychology to understand GPT-3 Marcel Binz Eric Schulz ELM LLMAG 236 435 0 21 Jun 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 301 11,730 0 04 Mar 2022