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  1. Queen Mary University of London
  2. Research
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Publications: Miss Zahraa Al Sahili

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Liu X, Zhang J, Zhou S, van der Plas TL, Vijayaraghavan A, Grishina A, Zhuang M, Schofield D et al. ( 2025 ) . Towards deployment-centric multimodal AI beyond vision and language . Nature Machine Intelligence vol. 7 , ( 10 ) 1612 - 1624 .
Al Sahili Z, Patras I, Purver M ( 2025 ) . Data Matters Most: Auditing Social Bias in Contrastive Vision–Language Models . Transactions on Machine Learning Research vol. 2025-October ,
Al Sahili Z, Patras I, Purver M ( 2025 ) . FairCoT: Enhancing Fairness in Text-to-Image Generation via Chain of Thought Reasoning with Multimodal Large Language Models . Conference: Findings of the Association for Computational Linguistics: EMNLP 2025792 - 816 .