Bio

Research fellow @ CSIRO’s Data61; PhD graduate from the University of Melbourne, supervised by A/Prof. Nicholas Geard, Prof. Karin Verspoor, Prof. Justin Zobel, and Dr. Benjamin Goudey.

Research Interest: Applying natural language processing techniques to tackle real-world challenges in the healthcare domain (Applied NLP for healthcare). I have implemented automatic solutions for extracting relations between biomedical entities within electronic medical records (breast cancer); streamlining quality assessments for biological databases (gene/protein function knowledge); incorporating bio-ontologies into machine learning frameworks (gene/protein function); and extracting contextual evidence for the improvement of explainability of large language models in suicide ideation prediction (mental health). I am current working to help clinical psychologists in understanding mental resilience (emotion regulation pattern) by applying text mining on large scale social media text (mental health).

Contact Me in English or 简中

Experience

• Research fellow at CSIRO’s Data61, Sydney, 2023 - present
• Ph.D. in Computing (NLProc), University of Melbourne, Melbourne, 2020 - 2023
• M.Sc. in Computer Science, University of Melbourne, Melbourne, 2017 - 2019

Miscellaneous

• Visitor at the National Institute of Health (NIH/NLM/NCBI), USA, 2023
• Presenter at the 14th Annual Biocuration Conference, Session 2, 2021
• Member of International Society for Computational Biology (ISCB)
• Member of Association for Computational Linguistics (ACL)