Thomas and Harry are two junior doctors and UWA Computer Science graduates performing research with Professor Britta von Ungern-Sternberg at Perth Children's Hospital. Previously they have published research on using SMS to contact parents after their children have surgery. Now, they are looking at using large language models to perform similar tasks in the medical field. To facilitate this the Pawsey Supercomputing Centre is offering supercomputer time to use towards this purpose.
This project will involve building a web application to evaluate and compare large language models. This may look like a leaderboard combined with some sample prompts and answers for the task of asking parents to describe pain their child is experiencing. The leaderboard may range from simple qualitative evaluation to more complex depending on student interest. ChatGPT API credits will be available to run models. You will also be allocated time on the Pawsey supercomputer to assist with hardware requirements to run large language models. The final website may be used at Perth Children's Hospital in the Paediatric Anaesthesia research group as well as in research publications.
Feel free to contact us for more information.
Department of Computer Science & Software Engineering The University of Western Australia Last modified: 22 July 2023 Modified By: Michael Wise |