by Trung Nguyen | Apr 10, 2024 | News, Research
This study explores whether English language models (LLMs) contain biases towards specific regions, and how these biases affect their performance in tasks like Natural Language Processing (NLP). By looking into subtle differences in word meanings across regions,...
by Trung Nguyen | Mar 6, 2024 | News, Research
Supervised by Professor Gill Dobbie, Dr Vithya Yogarajan, and Professor John Windsor (Faculty of Medical and Health Sciences, the University of Auckland), this project seeks to leverage machine learning for healthcare. Title: Machine Learning to Predict Severe Acute...
by Trung Nguyen | Mar 1, 2024 | Materials, News, Research
Under the supervision of Professor Gill Dobbie and Dr Vithya Yogarajan, this research project by Kejun Dai reviews frameworks for evaluating bias in artificial intelligence models. Situated within the broader “Ethical Computing” initiative led by Professor...
by Trung Nguyen | Nov 29, 2023 | Materials, News, Research
Gill delivered a presentation at the ARC Training Centre in Data Analytics for Resources and Environments (DARE), The University of Sydney, where she shared insights from her research focused on quantifying bias in language models with the ultimate goal of debiasing....
by Trung Nguyen | Sep 20, 2023 | News, Research
Yogarajan, V., Dobbie, G., Leitch, S., & Reith, D. (2023). Developing a Fair AI-based Healthcare Framework with Feedback Loop. The 6th international workshop on Knowledge Discovery in Healthcare Data (KDH). Abstract Artificial intelligence (AI) driven...
by Katharina Dost | Aug 30, 2023 | News, Research
To foster collaboration and support the exchange of ideas and solutions on sustainable computing, we establish an international green computing hub. In recent years, the energy consumption that is needed for computing processes has become an increasing concern....
