On the steerability of large language models toward data-driven personas

8 November 2023

Papers citing "On the steerability of large language models toward data-driven personas"

26 / 26 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
CLASH: Evaluating Language Models on Judging High-Stakes Dilemmas from Multiple Perspectives Ayoung Lee Ryan Sungmo Kwon Peter Railton Lu Wang ELM 45 0 0 15 Apr 2025
How Is Generative AI Used for Persona Development?: A Systematic Review of 52 Research Articles Danial Amin Joni O. Salminen Farhan Ahmed Sonja M.H. Tervola Sankalp Sethi B. Jansen 31 0 0 07 Apr 2025
Generating Synthetic Oracle Datasets to Analyze Noise Impact: A Study on Building Function Classification Using Tweets Shanshan Bai Anna Kruspe X. X. Zhu 51 0 0 28 Mar 2025
What's Producible May Not Be Reachable: Measuring the Steerability of Generative Models Keyon Vafa Sarah Bentley Jon M. Kleinberg S. Mullainathan 38 0 0 21 Mar 2025
Identifying Cooperative Personalities in Multi-agent Contexts through Personality Steering with Representation Engineering Kenneth J. K. Ong Lye Jia Jun Hieu Minh "Jord" Nguyen Seong Hah Cho Natalia Pérez-Campanero Antolín LLMSV 38 0 0 17 Mar 2025
Robust Multi-Objective Controlled Decoding of Large Language Models Seongho Son William Bankes Sangwoong Yoon Shyam Sundhar Ramesh Xiaohang Tang Ilija Bogunovic 39 0 0 11 Mar 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
Can LLM Agents Maintain a Persona in Discourse? Pranav Bhandari Nicolas Fay Michael Wise Amitava Datta Stephanie Meek Usman Naseem Mehwish Nasim 53 0 0 17 Feb 2025
From Individual to Society: A Survey on Social Simulation Driven by Large Language Model-based Agents Xinyi Mou Xuanwen Ding Qi He Liang Wang Jingcong Liang ... L. Sun Jiayu Lin Jie Zhou Xuanjing Huang Zhongyu Wei LLMAG LM&Ro AI4CE 77 11 0 04 Dec 2024
Evaluating the Prompt Steerability of Large Language Models Erik Miehling Michael Desmond K. Ramamurthy Elizabeth M. Daly Pierre L. Dognin Jesus Rios Djallel Bouneffouf Miao Liu LLMSV 87 3 0 19 Nov 2024
A Simulation System Towards Solving Societal-Scale Manipulation Maximilian Puelma Touzel Sneheel Sarangi Austin Welch Gayatri Krishnakumar Dan Zhao ... Camille Thibault Busra Tugce Gurbuz Reihaneh Rabbany Jean-Francois Godbout Kellin Pelrine 13 3 0 17 Oct 2024
Can Language Models Reason about Individualistic Human Values and Preferences? Liwei Jiang Taylor Sorensen Sydney Levine Yejin Choi 26 7 0 04 Oct 2024
Agentic Society: Merging skeleton from real world and texture from Large Language Model Yuqi Bai Kun Sun Huishi Yin 26 1 0 02 Sep 2024
No Size Fits All: The Perils and Pitfalls of Leveraging LLMs Vary with Company Size Ashok Urlana Charaka Vinayak Kumar B. Garlapati Ajeet Kumar Singh Rahul Mishra 33 1 0 21 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 106 89 0 28 Jun 2024
Few-shot Personalization of LLMs with Mis-aligned Responses Jaehyung Kim Yiming Yang 35 7 0 26 Jun 2024
Inverse Constitutional AI: Compressing Preferences into Principles Arduin Findeis Timo Kaufmann Eyke Hüllermeier Samuel Albanie Robert Mullins SyDa 41 8 0 02 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 50 72 0 28 Apr 2024
LLMs with Industrial Lens: Deciphering the Challenges and Prospects -- A Survey Ashok Urlana Charaka Vinayak Kumar Ajeet Kumar Singh B. Garlapati S. Chalamala Rahul Mishra 29 5 0 22 Feb 2024
Persona-DB: Efficient Large Language Model Personalization for Response Prediction with Collaborative Data Refinement Chenkai Sun Ke Yang R. Reddy Yi Ren Fung Hou Pong Chan Chengxiang Zhai ChengXiang Zhai Heng Ji 16 17 0 16 Feb 2024
A Roadmap to Pluralistic Alignment Taylor Sorensen Jared Moore Jillian R. Fisher Mitchell L. Gordon Niloofar Mireshghallah ... Liwei Jiang Ximing Lu Nouha Dziri Tim Althoff Yejin Choi 65 75 0 07 Feb 2024
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
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
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 278 3,784 0 18 Apr 2021