Localizing Persona Representations in LLMs
Fuente:
arXiv
Saved in:
| Main Authors: | Cintas, Celia, Rateike, Miriam, Miehling, Erik, Daly, Elizabeth, Speakman, Skyler |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Enabling Precise Topic Alignment in Large Language Models Via Sparse Autoencoders
by: Joshi, Ananya, et al.
Published: (2025)
by: Joshi, Ananya, et al.
Published: (2025)
Who Sees the Risk? Stakeholder Conflicts and Explanatory Policies in LLM-based Risk Assessment
by: Yadav, Srishti, et al.
Published: (2025)
by: Yadav, Srishti, et al.
Published: (2025)
Interpreting LLM-as-a-Judge Policies via Verifiable Global Explanations
by: Gajcin, Jasmina, et al.
Published: (2025)
by: Gajcin, Jasmina, et al.
Published: (2025)
Language Models in Dialogue: Conversational Maxims for Human-AI Interactions
by: Miehling, Erik, et al.
Published: (2024)
by: Miehling, Erik, et al.
Published: (2024)
CELL your Model: Contrastive Explanations for Large Language Models
by: Luss, Ronny, et al.
Published: (2024)
by: Luss, Ronny, et al.
Published: (2024)
Evaluating the Prompt Steerability of Large Language Models
by: Miehling, Erik, et al.
Published: (2024)
by: Miehling, Erik, et al.
Published: (2024)
Retrieval with Multiple Query Vectors through Anomalous Pattern Detection
by: Nken, Allassan Tchangmena A, et al.
Published: (2026)
by: Nken, Allassan Tchangmena A, et al.
Published: (2026)
Multimodal Analysis of State-Funded News Coverage of the Israel-Hamas War on YouTube Shorts
by: Miehling, Daniel, et al.
Published: (2026)
by: Miehling, Daniel, et al.
Published: (2026)
AI Steerability 360: A Toolkit for Steering Large Language Models
by: Miehling, Erik, et al.
Published: (2026)
by: Miehling, Erik, et al.
Published: (2026)
PersonaGym: Evaluating Persona Agents and LLMs
by: Samuel, Vinay, et al.
Published: (2024)
by: Samuel, Vinay, et al.
Published: (2024)
Robustness and Cybersecurity in the EU Artificial Intelligence Act
by: Nolte, Henrik, et al.
Published: (2025)
by: Nolte, Henrik, et al.
Published: (2025)
Persona-Augmented Benchmarking: Evaluating LLMs Across Diverse Writing Styles
by: Truong, Kimberly Le, et al.
Published: (2025)
by: Truong, Kimberly Le, et al.
Published: (2025)
SynthesizeMe! Inducing Persona-Guided Prompts for Personalized Reward Models in LLMs
by: Ryan, Michael J, et al.
Published: (2025)
by: Ryan, Michael J, et al.
Published: (2025)
Memory-Driven Role-Playing: Evaluation and Enhancement of Persona Knowledge Utilization in LLMs
by: Wang, Kai, et al.
Published: (2026)
by: Wang, Kai, et al.
Published: (2026)
Programming Refusal with Conditional Activation Steering
by: Lee, Bruce W., et al.
Published: (2024)
by: Lee, Bruce W., et al.
Published: (2024)
Not All Personas Are Worth It: Culture-Reflective Persona Data Augmentation
by: Han, Ji-Eun, et al.
Published: (2025)
by: Han, Ji-Eun, et al.
Published: (2025)
PersonaMatrix: A Recipe for Persona-Aware Evaluation of Legal Summarization
by: Pang, Tsz Fung, et al.
Published: (2025)
by: Pang, Tsz Fung, et al.
Published: (2025)
The Persona Paradox: Medical Personas as Behavioral Priors in Clinical Language Models
by: Abdullahi, Tassallah, et al.
Published: (2026)
by: Abdullahi, Tassallah, et al.
Published: (2026)
Sydney Telling Fables on AI and Humans: A Corpus Tracing Memetic Transfer of Persona between LLMs
by: Milička, Jiří, et al.
Published: (2026)
by: Milička, Jiří, et al.
Published: (2026)
Child vs. machine language learning: Can the logical structure of human language unleash LLMs?
by: Sauerland, Uli, et al.
Published: (2025)
by: Sauerland, Uli, et al.
Published: (2025)
The Alignment Floor: How Persona Customization Breaks Safety in Weakly-Aligned LLMs
by: Zhang, Xing, et al.
Published: (2026)
by: Zhang, Xing, et al.
Published: (2026)
MoCoRP: Modeling Consistent Relations between Persona and Response for Persona-based Dialogue
by: Lee, Kyungro, et al.
Published: (2025)
by: Lee, Kyungro, et al.
Published: (2025)
WikiContradict: A Benchmark for Evaluating LLMs on Real-World Knowledge Conflicts from Wikipedia
by: Hou, Yufang, et al.
Published: (2024)
by: Hou, Yufang, et al.
Published: (2024)
Guided Persona-based AI Surveys: Can we replicate personal mobility preferences at scale using LLMs?
by: Tzachristas, Ioannis, et al.
Published: (2025)
by: Tzachristas, Ioannis, et al.
Published: (2025)
Can LLMs plan paths with extra hints from solvers?
by: Wu, Erik, et al.
Published: (2024)
by: Wu, Erik, et al.
Published: (2024)
Tracing Persona Vectors Through LLM Pretraining
by: Moskvoretskii, Viktor, et al.
Published: (2026)
by: Moskvoretskii, Viktor, et al.
Published: (2026)
Where is the Mind? Persona Vectors and LLM Individuation
by: Beckmann, Pierre, et al.
Published: (2026)
by: Beckmann, Pierre, et al.
Published: (2026)
Probing Persona-Dependent Preferences in Language Models
by: Gilg, Oscar, et al.
Published: (2026)
by: Gilg, Oscar, et al.
Published: (2026)
Activations as Features: Probing LLMs for Generalizable Essay Scoring Representations
by: Chi, Jinwei, et al.
Published: (2025)
by: Chi, Jinwei, et al.
Published: (2025)
LLMs Enable Bag-of-Texts Representations for Short-Text Clustering
by: Lin, I-Fan, et al.
Published: (2025)
by: Lin, I-Fan, et al.
Published: (2025)
Farther the Shift, Sparser the Representation: Analyzing OOD Mechanisms in LLMs
by: Jin, Mingyu, et al.
Published: (2026)
by: Jin, Mingyu, et al.
Published: (2026)
Generating Hierarchical JSON Representations of Scientific Sentences Using LLMs
by: Nimmagadda, Satya Sri Rajiteswari, et al.
Published: (2026)
by: Nimmagadda, Satya Sri Rajiteswari, et al.
Published: (2026)
A Thousand Words or An Image: Studying the Influence of Persona Modality in Multimodal LLMs
by: Broomfield, Julius, et al.
Published: (2025)
by: Broomfield, Julius, et al.
Published: (2025)
Think Like a Person Before Responding: A Multi-Faceted Evaluation of Persona-Guided LLMs for Countering Hate
by: Ngueajio, Mikel K., et al.
Published: (2025)
by: Ngueajio, Mikel K., et al.
Published: (2025)
Persona-Aware Alignment Framework for Personalized Dialogue Generation
by: Li, Guanrong, et al.
Published: (2025)
by: Li, Guanrong, et al.
Published: (2025)
Polypersona: Persona-Grounded LLM for Synthetic Survey Responses
by: Dash, Tejaswani, et al.
Published: (2025)
by: Dash, Tejaswani, et al.
Published: (2025)
Bullying the Machine: How Personas Increase LLM Vulnerability
by: Xu, Ziwei, et al.
Published: (2025)
by: Xu, Ziwei, et al.
Published: (2025)
Virtual Personas for Language Models via an Anthology of Backstories
by: Moon, Suhong, et al.
Published: (2024)
by: Moon, Suhong, et al.
Published: (2024)
MCPDial: A Minecraft Persona-driven Dialogue Dataset
by: Alavi, Seyed Hossein, et al.
Published: (2024)
by: Alavi, Seyed Hossein, et al.
Published: (2024)
Analyzing Cultural Representations of Emotions in LLMs through Mixed Emotion Survey
by: Dudy, Shiran, et al.
Published: (2024)
by: Dudy, Shiran, et al.
Published: (2024)
Similar Items
-
Enabling Precise Topic Alignment in Large Language Models Via Sparse Autoencoders
by: Joshi, Ananya, et al.
Published: (2025) -
Who Sees the Risk? Stakeholder Conflicts and Explanatory Policies in LLM-based Risk Assessment
by: Yadav, Srishti, et al.
Published: (2025) -
Interpreting LLM-as-a-Judge Policies via Verifiable Global Explanations
by: Gajcin, Jasmina, et al.
Published: (2025) -
Language Models in Dialogue: Conversational Maxims for Human-AI Interactions
by: Miehling, Erik, et al.
Published: (2024) -
CELL your Model: Contrastive Explanations for Large Language Models
by: Luss, Ronny, et al.
Published: (2024)