A Detailed Factor Analysis for the Political Compass Test: Navigating Ideologies of Large Language Models

Sadia Kamal, Lalu Prasad Yadav Prakash, S. M. Rafiuddin, Mohammed Rakib, Atriya Sen, Sagnik Ray Choudhury. A Detailed Factor Analysis for the Political Compass Test: Navigating Ideologies of Large Language Models. In Kentaro Inui, Sakriani Sakti, Haofen Wang, Derek F. Wong, Pushpak Bhattacharyya, Biplab Banerjee, Asif Ekbal, Tanmoy Chakraborty 0002, Dhirendra Pratap Singh, editors, Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics, IJCNLP-AACL 2025, Mumbai, India, December 20-24, 2025. pages 284-303, The Asian Federation of Natural Language Processing and The Association for Computational Linguistics, 2025. [doi]

Abstract

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