Hall, Siobhan Mackenzie

1. A Prompt Array Keeps the Bias Away: Debiasing Vision-Language Models with Adversarial Learning
   2022/03/22 by Hugo Berg, Berg, Hugo, Siobhan Mackenzie Hall +11 · 15 citations
   Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
2. VisoGender: A dataset for benchmarking gender bias in image-text pronoun resolution
   2023/06/21 by Hall, Siobhan Mackenzie, Abrantes, Fernanda Gonçalves, Zhu, Hanwen +3 · 9 citations
   #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
3. Balancing the Picture: Debiasing Vision-Language Datasets with Synthetic Contrast Sets
   2023/05/24 by Smith, Brandon, Farinha, Miguel, Hall, Siobhan Mackenzie +3 · 5 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
4. The World Wide recipe: A community-centred framework for fine-grained data collection and regional bias operationalisation
   2024/06/13 by Jabez Magomere, Shu Ishida, Magomere, Jabez +25 · 3 voices · 3 citations
   Agricultural and Biological Sciences · #Culinary Culture and Tourism #cs.AI #cs.CY
5. Provocation: Who benefits from "inclusion" in Generative AI?
   2024/11/14 by Samantha Dalal, Dalal, Samantha, Siobhan Mackenzie Hall +3 · 2 voices · 2 citations
   Social Sciences · #cs.CY #cs.AI #cs.HC
6. The Human Labour of Data Work: Capturing Cultural Diversity through World Wide Dishes
   2025/01/01 by Siobhan Mackenzie Hall, Samantha Dalal, Hall, Siobhan Mackenzie +19 · 2 citations
   Social Sciences · #Anthropology: Ethics, History, Culture #Southeast Asian Sociopolitical Studies