Bio.
Hello! I am an assistant professor in the
Department of Data Science and Artificial Intelligence of Monash,
and an affiliated lecturer of University of Cambridge. Prior to joining Monash, I was a lecturer at the
Department of Electrical and Electronic Engineering of UCL, and before that a postdoc in
the
Language Technology Lab at University of Cambridge.
Research Areas in Language and Text.
- Deep generative models (e.g., generation and representation learning)
- Multi-lingual or unlabelled data utilisation (e.g., semi-, self-, or un-supervised learning)
- Bayesian learning and inference (e.g., applications in training with small data)
- Privacy and interpretability in representation learning and model prediction
- Utilising biomedical knowledge graphs (e.g., graph-based generation, entity linking)
News.
Future Students.
I will not be taking any new students in 2022.
I am looking for 1-2 self-motivated strong Ph.D and MSc candidates for 2022 with a keen interest in NLP. Before contacting or applying, you
will need to put together a research proposal. It is a process for me to assess whether you can write about a research area in a sensible way and pose interesting questions. It is not a commitment to what you will work on
during your PhD. Most often PhD topics crystallise over the first year.