Using Large Language Models to Create AI Personas for Replication, Generalization and Prediction of Media Effects: An Empirical Test of 133 Published Experimental Research Findings
Fuente:
arXiv
Guardado en:
| Autores principales: | Yeykelis, Leo, Pichai, Kaavya, Cummings, James J., Reeves, Byron |
|---|---|
| Formato: | Preprint |
| Publicado: |
2024
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Perspectives from India: Opportunities and Challenges for AI Replication Prediction to Improve Confidence in Published Research
por: Chakravorti, Tatiana, et al.
Publicado: (2023)
por: Chakravorti, Tatiana, et al.
Publicado: (2023)
Scaling Reproducibility: An AI-Assisted Workflow for Large-Scale Replication and Reanalysis
por: Xu, Yiqing, et al.
Publicado: (2026)
por: Xu, Yiqing, et al.
Publicado: (2026)
Concerns on Bias in Large Language Models when Creating Synthetic Personae
por: Haxvig, Helena A.
Publicado: (2024)
por: Haxvig, Helena A.
Publicado: (2024)
Double twist knots and lattice paths
por: Dwivedi, Aditya, et al.
Publicado: (2026)
por: Dwivedi, Aditya, et al.
Publicado: (2026)
Constrained Dynamics on an Ellipse
por: Chaturvedi, Akshay, et al.
Publicado: (2025)
por: Chaturvedi, Akshay, et al.
Publicado: (2025)
Creating and Evaluating Personas Using Generative AI: A Scoping Review of 81 Articles
por: Amin, Danial, et al.
Publicado: (2025)
por: Amin, Danial, et al.
Publicado: (2025)
Predicting Empirical AI Research Outcomes with Language Models
por: Wen, Jiaxin, et al.
Publicado: (2025)
por: Wen, Jiaxin, et al.
Publicado: (2025)
How to Write and Publish Research Findings
por: Rosario Albis-Feliz
Publicado: (2024)
por: Rosario Albis-Feliz
Publicado: (2024)
Evolving Hands: AI, Handwritten Text Recognition, and Digital Scholarly Editions -- A Presentation for Explore! Newcastle 2025-02-10
por: Cummings, James
Publicado: (2025)
por: Cummings, James
Publicado: (2025)
Assisted quantum teleportation
por: Kumar, Mithilesh, et al.
Publicado: (2026)
por: Kumar, Mithilesh, et al.
Publicado: (2026)
Using Large Language Models to Generate JUnit Tests: An Empirical Study
por: Siddiq, Mohammed Latif, et al.
Publicado: (2023)
por: Siddiq, Mohammed Latif, et al.
Publicado: (2023)
Replication package for: SWAN Brains: a novel substrate for evolving and studying bio-inspired neural circuits
por: Bohm, Clifford, et al.
Publicado: (2026)
por: Bohm, Clifford, et al.
Publicado: (2026)
Whose Personae? Synthetic Persona Experiments in LLM Research and Pathways to Transparency
por: Batzner, Jan, et al.
Publicado: (2025)
por: Batzner, Jan, et al.
Publicado: (2025)
DebateBench: A Challenging Long Context Reasoning Benchmark For Large Language Models
por: Tiwari, Utkarsh, et al.
Publicado: (2025)
por: Tiwari, Utkarsh, et al.
Publicado: (2025)
Design Principles for Falsifiable, Replicable and Reproducible Empirical ML Research
por: Vranješ, Daniel, et al.
Publicado: (2024)
por: Vranješ, Daniel, et al.
Publicado: (2024)
Can GPT-4 Replicate Empirical Software Engineering Research?
por: Liang, Jenny T., et al.
Publicado: (2023)
por: Liang, Jenny T., et al.
Publicado: (2023)
PaperBench: Evaluating AI's Ability to Replicate AI Research
por: Starace, Giulio, et al.
Publicado: (2025)
por: Starace, Giulio, et al.
Publicado: (2025)
Media Content Atlas: A Pipeline to Explore and Investigate Multidimensional Media Space using Multimodal LLMs
por: Cerit, Merve, et al.
Publicado: (2025)
por: Cerit, Merve, et al.
Publicado: (2025)
Replicability of Experiment
por: John D. Norton
Publicado: (2015)
por: John D. Norton
Publicado: (2015)
An Empirical Study of Cross-Language Interoperability in Replicated Data Systems
por: Mondal, Provakar, et al.
Publicado: (2025)
por: Mondal, Provakar, et al.
Publicado: (2025)
ReplicationBench: Can AI Agents Replicate Astrophysics Research Papers?
por: Ye, Christine, et al.
Publicado: (2025)
por: Ye, Christine, et al.
Publicado: (2025)
AI Visibility Empirical Finding: Supplementary Findings, Agentic Retrieval Behavior
por: Mas, Joseph
Publicado: (2026)
por: Mas, Joseph
Publicado: (2026)
Using Large Language Models to Enhance Programming Error Messages
por: Leinonen, Juho, et al.
Publicado: (2022)
por: Leinonen, Juho, et al.
Publicado: (2022)
Agora: Teaching the Skill of Consensus-Finding with AI Personas Grounded in Human Voice
por: Ravi, Prerna, et al.
Publicado: (2026)
por: Ravi, Prerna, et al.
Publicado: (2026)
Empowering Educators in the Age of AI: An Empirical Study on Creating custom GPTs in Qualitative Research Method education
por: Huang, Qian, et al.
Publicado: (2025)
por: Huang, Qian, et al.
Publicado: (2025)
Replication kit for: Can LLMs Make Software Testing Greener? An Empirical Study on JUnit Test Energy Reengineering
por: Anonymous
Publicado: (2025)
por: Anonymous
Publicado: (2025)
Undo and Redo Support for Replicated Registers
por: Stewen, Leo, et al.
Publicado: (2024)
por: Stewen, Leo, et al.
Publicado: (2024)
Re-examining the Records: The Bishop's Lynn Christmas Play of 1444/45
por: Cummings, James
Publicado: (2026)
por: Cummings, James
Publicado: (2026)
Squares, scales and lines
por: Cummings, James
Publicado: (2025)
por: Cummings, James
Publicado: (2025)
The Impact of AI on Academic Research and Publishing
por: Lund, Brady, et al.
Publicado: (2024)
por: Lund, Brady, et al.
Publicado: (2024)
Pharmacogenomics in epilepsy care across Asia
por: Anushika Raheja, et al.
Publicado: (2026)
por: Anushika Raheja, et al.
Publicado: (2026)
Replicable Uniformity Testing
por: Liu, Sihan, et al.
Publicado: (2024)
por: Liu, Sihan, et al.
Publicado: (2024)
Replicable Distribution Testing
por: Diakonikolas, Ilias, et al.
Publicado: (2025)
por: Diakonikolas, Ilias, et al.
Publicado: (2025)
Persona Jailbreaking in Large Language Models
por: Sandhan, Jivnesh, et al.
Publicado: (2026)
por: Sandhan, Jivnesh, et al.
Publicado: (2026)
Finding Large Sets Without Arithmetic Progressions of Length Three: An Empirical View and Survey II
por: Gasarch, William, et al.
Publicado: (2025)
por: Gasarch, William, et al.
Publicado: (2025)
Streaming Technologies and Serialization Protocols: Empirical Performance Analysis
por: Jackson, Samuel, et al.
Publicado: (2024)
por: Jackson, Samuel, et al.
Publicado: (2024)
Generative AI in Agriculture: Creating Image Datasets Using DALL.E's Advanced Large Language Model Capabilities
por: Sapkota, Ranjan, et al.
Publicado: (2023)
por: Sapkota, Ranjan, et al.
Publicado: (2023)
Flat connections at infinity on knot surgery manifolds
por: Dwivedi, Aditya, et al.
Publicado: (2025)
por: Dwivedi, Aditya, et al.
Publicado: (2025)
Publishing on the Web: Creating a Local Reference Tool.
por: Hollis, Deborah R., et al.
Publicado: (1999)
por: Hollis, Deborah R., et al.
Publicado: (1999)
Self-Published Books: An Empirical "Snapshot"
por: Bradley, Jana, et al.
Publicado: (2012)
por: Bradley, Jana, et al.
Publicado: (2012)
Ejemplares similares
-
Perspectives from India: Opportunities and Challenges for AI Replication Prediction to Improve Confidence in Published Research
por: Chakravorti, Tatiana, et al.
Publicado: (2023) -
Scaling Reproducibility: An AI-Assisted Workflow for Large-Scale Replication and Reanalysis
por: Xu, Yiqing, et al.
Publicado: (2026) -
Concerns on Bias in Large Language Models when Creating Synthetic Personae
por: Haxvig, Helena A.
Publicado: (2024) -
Double twist knots and lattice paths
por: Dwivedi, Aditya, et al.
Publicado: (2026) -
Constrained Dynamics on an Ellipse
por: Chaturvedi, Akshay, et al.
Publicado: (2025)