Imagen de Portada

Polypersona: Persona-Grounded LLM for Synthetic Survey Responses

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Dash, Tejaswani, Karri, Dinesh, Vurity, Anudeep, Datla, Gautam, Ahmad, Tazeem, Rafi, Saima, Tangudu, Rohith
Formato:	Preprint
Publicado:	2025
Materias:	Computation and Language Artificial Intelligence
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Executable Governance for AI: Translating Policies into Rules Using LLMs
por: Datla, Gautam Varma, et al.
Publicado: (2025)

Residual GRU+MHSA: A Lightweight Hybrid Recurrent Attention Model for Cardiovascular Disease Detection
por: Dash, Tejaswani, et al.
Publicado: (2025)

LLM-Guided Synthetic Augmentation (LGSA) for Mitigating Bias in AI Systems
por: Karri, Sai Suhruth Reddy, et al.
Publicado: (2025)

TalkDep: Clinically Grounded LLM Personas for Conversation-Centric Depression Screening
por: Wang, Xi, et al.
Publicado: (2025)

German General Social Survey Personas: A Survey-Derived Persona Prompt Collection for Population-Aligned LLM Studies
por: Rupprecht, Jens, et al.
Publicado: (2025)

Persona-Assigned Large Language Models Exhibit Human-Like Motivated Reasoning
por: Dash, Saloni, et al.
Publicado: (2025)

Trustworthy LLM-Mediated Communication: Evaluating Information Fidelity in LLM as a Communicator (LAAC) Framework in Multiple Application Domains
por: Rafi, Mohammed Musthafa, et al.
Publicado: (2025)

Synthetic Reader Panels: Tournament-Based Ideation with LLM Personas for Autonomous Publishing
por: Zimmerman, Fred
Publicado: (2026)

Hybrid-NL2SVA: Integrating RAG and Finetuning for LLM-based NL2SVA
por: Xiao, Weihua, et al.
Publicado: (2025)

MoCoRP: Modeling Consistent Relations between Persona and Response for Persona-based Dialogue
por: Lee, Kyungro, et al.
Publicado: (2025)

Tracing Persona Vectors Through LLM Pretraining
por: Moskvoretskii, Viktor, et al.
Publicado: (2026)

Where is the Mind? Persona Vectors and LLM Individuation
por: Beckmann, Pierre, et al.
Publicado: (2026)

Factors That Support Grounded Responses in LLM Conversations: A Rapid Review
por: Iwashima, Gabriele Cesar, et al.
Publicado: (2025)

Mapping and Influencing the Political Ideology of Large Language Models using Synthetic Personas
por: Bernardelle, Pietro, et al.
Publicado: (2024)

Persona-E$^2$: A Human-Grounded Dataset for Personality-Shaped Emotional Responses to Textual Events
por: Yang, Yuqin, et al.
Publicado: (2026)

The Need for a Socially-Grounded Persona Framework for User Simulation
por: Venkit, Pranav Narayanan, et al.
Publicado: (2026)

A Survey of Personality, Persona, and Profile in Conversational Agents and Chatbots
por: Sutcliffe, Richard
Publicado: (2023)

Bullying the Machine: How Personas Increase LLM Vulnerability
por: Xu, Ziwei, et al.
Publicado: (2025)

From Persona to Personalization: A Survey on Role-Playing Language Agents
por: Chen, Jiangjie, et al.
Publicado: (2024)

A Systematic Analysis of the Impact of Persona Steering on LLM Capabilities
por: Chen, Jiaqi, et al.
Publicado: (2026)

Algorithmic Fragility and Persona Bias in LLM-Generated Autistic Communication
por: Rizvi, Naba, et al.
Publicado: (2026)

Alignment-Weighted DPO: A principled reasoning approach to improve safety alignment
por: Hu, Mengxuan, et al.
Publicado: (2026)

Multi-Document Grounded Multi-Turn Synthetic Dialog Generation
por: Lee, Young-Suk, et al.
Publicado: (2024)

Pay What LLM Wants: Can LLM Simulate Economics Experiment with 522 Real-human Persona?
por: Choi, Junhyuk, et al.
Publicado: (2025)

Cite Before You Speak: Enhancing Context-Response Grounding in E-commerce Conversational LLM-Agents
por: Zeng, Jingying, et al.
Publicado: (2025)

Persona-Based Synthetic Data Generation Using Multi-Stage Conditioning with Large Language Models for Emotion Recognition
por: Inoshita, Keito, et al.
Publicado: (2025)

Exploring Persona-dependent LLM Alignment for the Moral Machine Experiment
por: Kim, Jiseon, et al.
Publicado: (2025)

Grounding Synthetic Data Evaluations of Language Models in Unsupervised Document Corpora
por: Majurski, Michael, et al.
Publicado: (2025)

SensorPersona: An LLM-Empowered System for Continual Persona Extraction from Longitudinal Mobile Sensor Streams
por: Yang, Bufang, et al.
Publicado: (2026)

Not All Personas Are Worth It: Culture-Reflective Persona Data Augmentation
por: Han, Ji-Eun, et al.
Publicado: (2025)

GroundAct: Can LLM Agents Ground Actions in Environmental States?
por: Wang, Zixuan, et al.
Publicado: (2025)

Temperature and Persona Shape LLM Agent Consensus With Minimal Accuracy Gains in Qualitative Coding
por: Borchers, Conrad, et al.
Publicado: (2025)

Beyond Cooperative Simulators: Generating Realistic User Personas for Robust Evaluation of LLM Agents
por: Chopra, Harshita, et al.
Publicado: (2026)

The Persona Paradox: Medical Personas as Behavioral Priors in Clinical Language Models
por: Abdullahi, Tassallah, et al.
Publicado: (2026)

PersonaMatrix: A Recipe for Persona-Aware Evaluation of Legal Summarization
por: Pang, Tsz Fung, et al.
Publicado: (2025)

$\texttt{BluePrint}$: A Social Media User Dataset for LLM Persona Evaluation and Training
por: Bück-Kaeffer, Aurélien, et al.
Publicado: (2025)

Code Execution as Grounded Supervision for LLM Reasoning
por: Jung, Dongwon, et al.
Publicado: (2025)

Towards Geo-Culturally Grounded LLM Generations
por: Lertvittayakumjorn, Piyawat, et al.
Publicado: (2025)

A Multi-Strategy Approach for AI-Generated Text Detection
por: Zain, Ali, et al.
Publicado: (2025)

BUSTED at AraGenEval Shared Task: A Comparative Study of Transformer-Based Models for Arabic AI-Generated Text Detection
por: Zain, Ali, et al.
Publicado: (2025)