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Zara Siddique
(hi/ei)
Timau a rolau for Zara Siddique
Cydymaith Ymchwil
Trosolwyg
Rwy'n Gydymaith Ymchwil ar brosiect SWEET sydd wedi'i leoli yn y Ganolfan Dysgu Gofal Cymdeithasol a Deallusrwydd Artiffisial (SCALE).
Mae fy mhrif ddiddordebau ymchwil yn gorwedd ym meysydd AI mewn gofal cymdeithasol, rhagfarn mewn LLMs a moeseg AI, yn ogystal â rhagfarn wleidyddol a chyfryngau. Rwyf hefyd yn aelod o grŵp ymchwil NLP Caerdydd .
Cyhoeddiad
2026
- Siddique, Z. et al. 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, V. , Inui, K. and Marquez, L. 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)
2025
- Siddique, Z. , Turner, L. and Espinosa-Anke, L. 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)
- Siddique, Z. 2025. Measuring and mitigating stereotypes in large language models. PhD Thesis , Cardiff University.
2024
- Siddique, Z. , Turner, L. and Espinosa-Anke, L. 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)
Cynadleddau
- Siddique, Z. et al. 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, V. , Inui, K. and Marquez, L. 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)
- Siddique, Z. , Turner, L. and Espinosa-Anke, L. 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)
- Siddique, Z. , Turner, L. and Espinosa-Anke, L. 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)
Gosodiad
- Siddique, Z. 2025. Measuring and mitigating stereotypes in large language models. PhD Thesis , Cardiff University.
Contact Details
Themâu ymchwil
Arbenigeddau
- Moeseg AI
- Prosesu iaith naturiol
- Gofal Cymdeithasol i Blant