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Number of items: 4.

Siddique, Zara ORCID: https://orcid.org/0009-0000-2245-5338, Khalid, Irtaza, Turner, Liam ORCID: https://orcid.org/0000-0003-4877-5289 and Espinosa-Anke, Luis ORCID: https://orcid.org/0000-0001-6830-9176 2026. Shifting perspectives: Steering vectors for robust bias mitigation in LLMs. Presented at: European Chapter of the Association for Computational Linguistics (EACL 2026), Rabat, Morocco, 24-29 March 2026. Published in: Demberg, Vera, Inui, Kentaro and Marquez, LluĂ­s eds. Findings of the Association for Computational Linguistics: EACL 2026. Rabat, Morocco: Association for Computational Linguistics, pp. 809-820. 10.18653/v1/2026.findings-eacl.41
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Siddique, Zara ORCID: https://orcid.org/0009-0000-2245-5338 2025. Measuring and mitigating stereotypes in large language models. PhD Thesis, Cardiff University.
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Siddique, Zara ORCID: https://orcid.org/0009-0000-2245-5338, Turner, Liam ORCID: https://orcid.org/0000-0003-4877-5289 and Espinosa-Anke, Luis ORCID: https://orcid.org/0000-0001-6830-9176 2025. Dialz: A Python toolkit for steering vectors. Presented at: The 63rd Annual Meeting of the Association for Computational Linguistics, Vienna, Austria, 27 July - 1 August 2025. Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations). , vol.3 Vienna, Austria: Association for Computational Linguistics, pp. 363-375. 10.18653/v1/2025.acl-demo.35
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Siddique, Zara ORCID: https://orcid.org/0009-0000-2245-5338, Turner, Liam ORCID: https://orcid.org/0000-0003-4877-5289 and Espinosa-Anke, Luis ORCID: https://orcid.org/0000-0001-6830-9176 2024. Who is better at math, Jenny or Jingzhen? Uncovering Stereotypes in Large Language Models. Presented at: The 2024 Conference on Empirical Methods in Natural Language Processing, Miami, FL, USA, 12-16 November 2024. Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing. Association for Computational Linguistics, pp. 18601-18619. 10.18653/v1/2024.emnlp-main.1035
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