Demographics and Democracy: Benchmarking LLMs’ Gender Bias and Political Leaning in European Parliament

Jinrui Yang, Xudong Han, Timothy Baldwin


Anthology ID:
2025.icnlsp-1.41
Volume:
Proceedings of the 8th International Conference on Natural Language and Speech Processing (ICNLSP-2025)
Month:
August
Year:
2025
Address:
Southern Denmark University, Odense, Denmark
Editors:
Mourad Abbas, Tariq Yousef, Lukas Galke
Venue:
ICNLSP
SIG:
Publisher:
Association for Computational Linguistics
Note:
Pages:
416–439
Language:
URL:
https://preview.aclanthology.org/corrections-2025-10/2025.icnlsp-1.41/
DOI:
Bibkey:
Cite (ACL):
Jinrui Yang, Xudong Han, and Timothy Baldwin. 2025. Demographics and Democracy: Benchmarking LLMs’ Gender Bias and Political Leaning in European Parliament. In Proceedings of the 8th International Conference on Natural Language and Speech Processing (ICNLSP-2025), pages 416–439, Southern Denmark University, Odense, Denmark. Association for Computational Linguistics.
Cite (Informal):
Demographics and Democracy: Benchmarking LLMs’ Gender Bias and Political Leaning in European Parliament (Yang et al., ICNLSP 2025)
Copy Citation:
PDF:
https://preview.aclanthology.org/corrections-2025-10/2025.icnlsp-1.41.pdf