Research output per year
Research output per year
Personal profile
Biography
The following UWA website is not up-to-date!
Please check my website: https://drcarenhan.github.io/
I am currently co-leader of AD-NLP (Australia Deep Learning NLP Group) and a senior lecturer (Associate Professor in U.S. System) at the University of Western Australia and an honorary senior lecturer (honorary Associate Professor in U.S. System) at the University of Sydney and the University of Edinburgh. After my Ph.D.(in 2017), I have been worked for 6 years at the University of Sydney. My research interests include Natural Language Processing with Deep Learning. I am broadly interested in several research topics, including visual-linguistic multi-modal learning, abusive language detection, document layout analysis, and recommender system.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
External positions
Senior Lecturer, University of Edinburgh
Senior Lecturer, University of Sydney
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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3M-Health: Multimodal Multi-Teacher Knowledge Distillation for Mental Health Detection
Cabral, R. C., Luo, S., Poon, J. & Han, S. C., 21 Oct 2024, CIKM 2024 - Proceedings of the 33rd ACM International Conference on Information and Knowledge Management. Association for Computing Machinery (ACM), p. 152-162 11 p. (International Conference on Information and Knowledge Management, Proceedings).Research output: Chapter in Book/Conference paper › Conference paper › peer-review
Open Access -
Local Interpretations for Explainable Natural Language Processing: A Survey
Luo, S., Ivison, H., Han, S. C. & Poon, J., 31 Oct 2024, In: ACM Computing Surveys. 56, 9, 36 p., 232.Research output: Contribution to journal › Review article › peer-review
Open Access12 Citations (Scopus) -
MMVQA: A Comprehensive Dataset for Investigating Multipage Multimodal Information Retrieval in PDF-based Visual Question Answering
Ding, Y., Ren, K., Huang, J., Luo, S. & Han, S. C., 2024, Proceedings of the 33rd International Joint Conference on Artificial Intelligence, IJCAI 2024. Larson, K. (ed.). International Joint Conferences on Artificial Intelligence, p. 6243-6251 9 p. 202043. (IJCAI International Joint Conference on Artificial Intelligence).Research output: Chapter in Book/Conference paper › Conference paper › peer-review
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MSG-Chart: Multimodal Scene Graph for ChartQA
Dai, Y., Han, S. C. & Liu, W., 21 Oct 2024, CIKM 2024 - Proceedings of the 33rd ACM International Conference on Information and Knowledge Management. Association for Computing Machinery (ACM), p. 3709-3713 5 p. (International Conference on Information and Knowledge Management, Proceedings).Research output: Chapter in Book/Conference paper › Conference paper › peer-review
Open Access -
Phishing URL detection generalisation using Unsupervised Domain Adaptation
Rashid, F., Doyle, B., Han, S. C. & Seneviratne, S., May 2024, In: Computer Networks. 245, 14 p., 110398.Research output: Contribution to journal › Article › peer-review
Open Access4 Citations (Scopus)
Projects
- 1 Active
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ChatGEO: Forging Trust in Spatial Semantic Document Retrieval
Liu, W. (Investigator 01), Han, C. (Investigator 02), Horrocks, T. (Investigator 03) & Holden, E.-J. (Investigator 04)
Minerals Research Institute of Western Australia
1/04/24 → 31/03/26
Project: Research
Prizes
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School of Physics, Mathematics & Computing Early-Career Research Award
Han, C. (Recipient), 2023
Prize: Award