Image de couverture de livre

Probing Persona-Dependent Preferences in Language Models

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Gilg, Oscar, Beckmann, Pierre, Paleka, Daniel, Butlin, Patrick
Format:	Preprint
Publié:	2026
Sujets:	Computation and Language Artificial Intelligence
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Where is the Mind? Persona Vectors and LLM Individuation
par: Beckmann, Pierre, et autres
Publié: (2026)

Mechanistic Indicators of Understanding in Large Language Models
par: Beckmann, Pierre, et autres
Publié: (2025)

Refusal in Language Models Is Mediated by a Single Direction
par: Arditi, Andy, et autres
Publié: (2024)

The Persona Paradox: Medical Personas as Behavioral Priors in Clinical Language Models
par: Abdullahi, Tassallah, et autres
Publié: (2026)

Consistency Checks for Language Model Forecasters
par: Paleka, Daniel, et autres
Publié: (2024)

Topic Segmentation Using Generative Language Models
par: Mackenzie, Pierre, et autres
Publié: (2025)

Virtual Personas for Language Models via an Anthology of Backstories
par: Moon, Suhong, et autres
Publié: (2024)

Is Active Persona Inference Necessary for Aligning Small Models to Personal Preferences?
par: Tang, Zilu, et autres
Publié: (2025)

Multi-Persona Thinking for Bias Mitigation in Large Language Models
par: Chen, Yuxing, et autres
Publié: (2026)

Preference Packing: Efficient Preference Optimization for Large Language Models
par: Cho, Jaekyung
Publié: (2026)

The Impact of Steering Large Language Models with Persona Vectors in Educational Applications
par: Wu, Yongchao, et autres
Publié: (2026)

Capturing Nuanced Preferences: Preference-Aligned Distillation for Small Language Models
par: Gu, Yanggan, et autres
Publié: (2025)

Persona-Assigned Large Language Models Exhibit Human-Like Motivated Reasoning
par: Dash, Saloni, et autres
Publié: (2025)

Mapping and Influencing the Political Ideology of Large Language Models using Synthetic Personas
par: Bernardelle, Pietro, et autres
Publié: (2024)

Personas as a Way to Model Truthfulness in Language Models
par: Joshi, Nitish, et autres
Publié: (2023)

Aligning Large Language Models with Searcher Preferences
par: Wu, Wei, et autres
Publié: (2026)

Probing for Arithmetic Errors in Language Models
par: Sun, Yucheng, et autres
Publié: (2025)

Language Models' Factuality Depends on the Language of Inquiry
par: Aggarwal, Tushar, et autres
Publié: (2025)

PLaD: Preference-based Large Language Model Distillation with Pseudo-Preference Pairs
par: Zhang, Rongzhi, et autres
Publié: (2024)

Self-supervised Preference Optimization: Enhance Your Language Model with Preference Degree Awareness
par: Li, Jian, et autres
Publié: (2024)

Phare: A Safety Probe for Large Language Models
par: Jeune, Pierre Le, et autres
Publié: (2025)

BILLY: Steering Large Language Models via Merging Persona Vectors for Creative Generation
par: Pai, Tsung-Min, et autres
Publié: (2025)

PICLe: Eliciting Diverse Behaviors from Large Language Models with Persona In-Context Learning
par: Choi, Hyeong Kyu, et autres
Publié: (2024)

MoCoRP: Modeling Consistent Relations between Persona and Response for Persona-based Dialogue
par: Lee, Kyungro, et autres
Publié: (2025)

Dependency Transformer Grammars: Integrating Dependency Structures into Transformer Language Models
par: Zhao, Yida, et autres
Publié: (2024)

Preference Alignment Improves Language Model-Based TTS
par: Tian, Jinchuan, et autres
Publié: (2024)

Weights-Rotated Preference Optimization for Large Language Models
par: Yang, Chenxu, et autres
Publié: (2025)

Probing and Steering Evaluation Awareness of Language Models
par: Nguyen, Jord, et autres
Publié: (2025)

Probing Neural Topology of Large Language Models
par: Zheng, Yu, et autres
Publié: (2025)

Probing Causality Manipulation of Large Language Models
par: Zhang, Chenyang, et autres
Publié: (2024)

Invisible Influences: Investigating Implicit Intersectional Biases through Persona Engineering in Large Language Models
par: Arimanda, Nandini, et autres
Publié: (2026)

Persona-judge: Personalized Alignment of Large Language Models via Token-level Self-judgment
par: Zhang, Xiaotian, et autres
Publié: (2025)

SynthesizeMe! Inducing Persona-Guided Prompts for Personalized Reward Models in LLMs
par: Ryan, Michael J, et autres
Publié: (2025)

Training-Free Cultural Alignment of Large Language Models via Persona Disagreement
par: Kiet, Huynh Trung, et autres
Publié: (2026)

Moral Susceptibility and Robustness under Persona Role-Play in Large Language Models
par: Costa, Davi Bastos, et autres
Publié: (2025)

Preference Consistency Matters: Enhancing Preference Learning in Language Models with Automated Self-Curation of Training Corpora
par: Lee, JoonHo, et autres
Publié: (2024)

Not All Personas Are Worth It: Culture-Reflective Persona Data Augmentation
par: Han, Ji-Eun, et autres
Publié: (2025)

Aligning Large Language Model Behavior with Human Citation Preferences
par: Ando, Kenichiro, et autres
Publié: (2026)

Self-Boosting Large Language Models with Synthetic Preference Data
par: Dong, Qingxiu, et autres
Publié: (2024)

Safer-Instruct: Aligning Language Models with Automated Preference Data
par: Shi, Taiwei, et autres
Publié: (2023)