Building Better AI Agents: A Provocation on the Utilisation of Persona in LLM-based Conversational Agents

26 May 2024

Papers citing "Building Better AI Agents: A Provocation on the Utilisation of Persona in LLM-based Conversational Agents"

12 / 12 papers shown

Title
DIF: A Framework for Benchmarking and Verifying Implicit Bias in LLMs Lake Yin Fan Huang 14 0 0 15 May 2025
A Tale of Two Identities: An Ethical Audit of Human and AI-Crafted Personas Pranav Narayanan Venkit Jiayi Li Yingfan Zhou Sarah Rajtmajer Shomir Wilson 29 0 0 07 May 2025
Should We Tailor the Talk? Understanding the Impact of Conversational Styles on Preference Elicitation in Conversational Recommender Systems Ivica Kostric K. Balog Ujwal Gadiraju 32 0 0 17 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
Personalized Attacks of Social Engineering in Multi-turn Conversations -- LLM Agents for Simulation and Detection Tharindu Kumarage Cameron Johnson Jadie Adams Lin Ai Matthias Kirchner A. Hoogs Joshua Garland Julia Hirschberg Arslan Basharat Huan Liu AAML 64 1 0 18 Mar 2025
RAG-KG-IL: A Multi-Agent Hybrid Framework for Reducing Hallucinations and Enhancing LLM Reasoning through RAG and Incremental Knowledge Graph Learning Integration Hong Qing Yu Frank McQuade 48 1 0 14 Mar 2025
PersonaX: A Recommendation Agent Oriented User Modeling Framework for Long Behavior Sequence Yunxiao Shi Wujiang Xu Zeqi Zhang Xing Zi Qiang Wu Min Xu 69 0 0 04 Mar 2025
FactFlow: Automatic Fact Sheet Generation and Customization from Tabular Dataset via AI Chain Design & Implementation Minh Duc Vu Jieshan Chen Zhenchang Xing Qinghua Lu Xiwei Xu Qian Fu 74 0 0 25 Feb 2025
HARBOR: Exploring Persona Dynamics in Multi-Agent Competition Kenan Jiang Li Xiong Fei Liu 53 0 0 17 Feb 2025
LLM-Powered AI Tutors with Personas for d/Deaf and Hard-of-Hearing Online Learners Haocong Cheng Si Chen Christopher Perdriau Yun Huang 50 1 0 15 Nov 2024
MorphAgent: Empowering Agents through Self-Evolving Profiles and Decentralized Collaboration Siyuan Lu Jiaqi Shao B. Luo Tao Lin LM&Ro LLMAG AI4CE 29 2 0 19 Oct 2024
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 220 1,734 0 07 Apr 2023