Papers
SynthesizeMe! Inducing Persona-Guided Prompts for Personalized Reward Models in LLMs
Michael J. Ryan, Omar Shaikh, Aditri Bhagirath et al.
LLMs + Persona-Plug = Personalized LLMs
Jiongnan Liu, Yutao Zhu, Shuting Wang et al.
A Persona-Aware LLM-Enhanced Framework for Multi-Session Personalized Dialogue Generation
Dongshuo Liu, Zhijing Wu, Dandan Song et al.
Persona-judge: Personalized Alignment of Large Language Models via Token-level Self-judgment
Xiaotian Zhang, Ruizhe Chen, Yang Feng et al.
Persona-DB: Efficient Large Language Model Personalization for Response Prediction with Collaborative Data Refinement
Chenkai Sun, Ke Yang, Revanth Gangi Reddy et al.
Character is Destiny: Can Persona-assigned Language Models Make Personal Choices?
Rui Xu, Xintao Wang, Jiangjie Chen et al.
Persona-SQ: A Personalized Suggested Question Generation Framework For Real-world Documents
Zihao Lin, Zichao Wang, Yuanting Pan et al.
Enhancing Persona Consistency for LLMs’ Role-Playing using Persona-Aware Contrastive Learning
Ke Ji, Yixin Lian, Linxu Li et al.
Personality-Guided Code Generation Using Large Language Models
Yaoqi Guo, Zhenpeng Chen, Jie M. Zhang et al.
Whose Boat Does it Float? Improving Personalization in Preference Tuning via Inferred User Personas
Nishant Balepur, Vishakh Padmakumar, Fumeng Yang et al.
When Harry Meets Superman: The Role of The Interlocutor in Persona-Based Dialogue Generation
Daniela Occhipinti, Marco Guerini, Malvina Nissim
Exploring Persona Sentiment Sensitivity in Personalized Dialogue Generation
Yonghyun Jun, Hwanhee Lee
Evaluating Personalized Tool-Augmented LLMs from the Perspectives of Personalization and Proactivity
Yupu Hao, Pengfei Cao, Zhuoran Jin et al.
PersonaBench: Evaluating AI Models on Understanding Personal Information through Accessing (Synthetic) Private User Data
Juntao Tan, Liangwei Yang, Zuxin Liu et al.
MECoT: Markov Emotional Chain-of-Thought for Personality-Consistent Role-Playing
Yangbo Wei, Zhen Huang, Fangzhou Zhao et al.
How Far are LLMs from Being Our Digital Twins? A Benchmark for Persona-Based Behavior Chain Simulation
Rui Li, Heming Xia, Xinfeng Yuan et al.
PersonaLens: A Benchmark for Personalization Evaluation in Conversational AI Assistants
Zheng Zhao, Clara Vania, Subhradeep Kayal et al.
PersonaTwin: A Multi-Tier Prompt Conditioning Framework for Generating and Evaluating Personalized Digital Twins
Sihan Chen, John P. Lalor, Yi Yang et al.
Think Like a Person Before Responding: A Multi-Faceted Evaluation of Persona-Guided LLMs for Countering Hate Speech.
Mikel Ngueajio, Flor Miriam Plaza-del-Arco, Yi-Ling Chung et al.
Debate-to-Write: A Persona-Driven Multi-Agent Framework for Diverse Argument Generation
Zhe Hu, Hou Pong Chan, Jing Li et al.
Persona-Consistent Dialogue Generation via Pseudo Preference Tuning
Junya Takayama, Masaya Ohagi, Tomoya Mizumoto et al.
PADO: Personality-induced multi-Agents for Detecting OCEAN in human-generated texts
Haein Yeo, Taehyeong Noh, Seungwan Jin et al.
Beyond Discrete Personas: Personality Modeling Through Journal Intensive Conversations
Sayantan Pal, Souvik Das, Rohini K. Srihari
From Traits to Empathy: Personality-Aware Multimodal Empathetic Response Generation
Jiaqiang Wu, Xuandong Huang, Zhouan Zhu et al.
PersonaHOI: Effortlessly Improving Face Personalization in Human-Object Interaction Generation
Xinting Hu, Haoran Wang, Jan Eric Lenssen et al.