Cover Image

A Multi-Dimensional Audit of Politically Aligned Large Language Models

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Korver, Lisa, Mostagir, Mohamed, Reda, Sherief
Format:	Preprint
Published:	2026
Subjects:	Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

PoliTune: Analyzing the Impact of Data Selection and Fine-Tuning on Economic and Political Biases in Large Language Models
by: Agiza, Ahmed, et al.
Published: (2024)

ChipXplore: Natural Language Exploration of Hardware Designs and Libraries
by: Abdelatty, Manar, et al.
Published: (2024)

MetRex: A Benchmark for Verilog Code Metric Reasoning Using LLMs
by: Abdelatty, Manar, et al.
Published: (2024)

Pluto: A Benchmark for Evaluating Efficiency of LLM-generated Hardware Code
by: Abdelatty, Manar, et al.
Published: (2025)

Aligning Large Language Models with Diverse Political Viewpoints
by: Stammbach, Dominik, et al.
Published: (2024)

A Training-free Method for LLM Text Attribution
by: Radvand, Tara, et al.
Published: (2025)

A Comprehensive Analysis of Large Language Model Outputs: Similarity, Diversity, and Bias
by: Smith, Brandon, et al.
Published: (2025)

Political Alignment in Large Language Models: A Multidimensional Audit of Psychometric Identity and Behavioral Bias
by: Sakhawat, Adib, et al.
Published: (2026)

RobuMTL: Enhancing Multi-Task Learning Robustness Against Weather Conditions
by: Shaffee, Tasneem, et al.
Published: (2026)

AuditWen:An Open-Source Large Language Model for Audit
by: Huang, Jiajia, et al.
Published: (2024)

On the Inevitability of Left-Leaning Political Bias in Aligned Language Models
by: Hagendorff, Thilo
Published: (2025)

AlignCultura: Towards Culturally Aligned Large Language Models?
by: Kashyap, Gautam Siddharth, et al.
Published: (2026)

Automated Benchmark Auditing for AI Agents and Large Language Models
by: Wang, Junlin, et al.
Published: (2026)

Are Aligned Large Language Models Still Misaligned?
by: Naseem, Usman, et al.
Published: (2026)

PRISM: A Methodology for Auditing Biases in Large Language Models
by: Azzopardi, Leif, et al.
Published: (2024)

PoliticsBench: Benchmarking Political Values in Large Language Models with Multi-Turn Roleplay
by: Khetan, Rohan, et al.
Published: (2026)

Auditing Prompt Caching in Language Model APIs
by: Gu, Chenchen, et al.
Published: (2025)

CALM: Curiosity-Driven Auditing for Large Language Models
by: Zheng, Xiang, et al.
Published: (2025)

TPO: Aligning Large Language Models with Multi-branch & Multi-step Preference Trees
by: Liao, Weibin, et al.
Published: (2024)

MTLoRA: A Low-Rank Adaptation Approach for Efficient Multi-Task Learning
by: Agiza, Ahmed, et al.
Published: (2024)

Investigating Human-Aligned Large Language Model Uncertainty
by: Moore, Kyle, et al.
Published: (2025)

ADELIE: Aligning Large Language Models on Information Extraction
by: Qi, Yunjia, et al.
Published: (2024)

MetaAlign: Align Large Language Models with Diverse Preferences during Inference Time
by: Zhang, Mozhi, et al.
Published: (2024)

Political Ideology Shifts in Large Language Models
by: Bernardelle, Pietro, et al.
Published: (2025)

Modeling Multi-Dimensional Cognitive States in Large Language Models under Cognitive Crowding
by: Zhong, Lin, et al.
Published: (2026)

Political-LLM: Large Language Models in Political Science
by: Li, Lincan, et al.
Published: (2024)

Additive Multi-Step Markov Chains and the Curse of Dimensionality in Large Language Models
by: Usatenko, O. V., et al.
Published: (2026)

Output Scouting: Auditing Large Language Models for Catastrophic Responses
by: Bell, Andrew, et al.
Published: (2024)

From Syntax to Emotion: A Mechanistic Analysis of Emotion Inference in LLMs
by: Shu, Bangzhao, et al.
Published: (2026)

Aligning Large Language Models with Searcher Preferences
by: Wu, Wei, et al.
Published: (2026)

Consensus-Aligned Neuron Efficient Fine-Tuning Large Language Models for Multi-Domain Machine Translation
by: Jiang, Shuting, et al.
Published: (2026)

IterAlign: Iterative Constitutional Alignment of Large Language Models
by: Chen, Xiusi, et al.
Published: (2024)

Aligning Large Language Models with Counterfactual DPO
by: Butcher, Bradley
Published: (2024)

Attention-Aligned Reasoning for Large Language Models
by: Zhang, Hongxiang, et al.
Published: (2025)

Cultural Adaptation in Large Language Models for Political Discourse
by: Zaghouani, Wajdi
Published: (2026)

A Multi-Layered Large Language Model Framework for Disease Prediction
by: Mohamed, Malak, et al.
Published: (2025)

Towards Automated Regulatory Compliance Verification in Financial Auditing with Large Language Models
by: Berger, Armin, et al.
Published: (2025)

Down the Toxicity Rabbit Hole: A Novel Framework to Bias Audit Large Language Models
by: Dutta, Arka, et al.
Published: (2023)

An Algebraic View of the Expressivity of Recurrent Language Models
by: Nowak, Franz, et al.
Published: (2026)

Align to Structure: Aligning Large Language Models with Structural Information
by: Kim, Zae Myung, et al.
Published: (2025)