Xiang Dai

[CV]     [Publications]

I am currently a Postdoc at CSIRO Data61, working on NLP. Previously, I received my PhD degree at University of Sydney under the supervision of Sarvnaz Karimi, Ben Hachey, and Cecile Paris. After that, I was a Postdoc at University of Copenhagen, working with Desmond Elliott.

Some research topics I have worked on include:

• discontinuous NER and nested NER [ACL 19, 20]
• domain-specific language representation models [NAACL 19; EMNLP 20, 21]
• data augmentation for NER [COLING 20]
• family history extraction from clinical notes [JMIR 21; CIKM 21]
• long document classification [EMNLP 22; arXiv 22]

I look like this.

News

• 2023-01: We had a paper titled 'MultiFin: A Dataset for Multilingual Financial NLP' accepted to Findings of EACL 2023.
• 2022-11: We had a paper titled 'Clinician-facing AI in the Wild: Taking Stock of the Sociotechnical Challenges and Opportunities for HCI' accepted to ACM Transactions on Computer-Human Interaction.
• 2022-10: We had a paper titled 'Revisiting Transformer-based Models for Long Document Classification' accepted to Findings of EMNLP 2022.
• 2022-07: I attended Emerging Researchers in Health InformatiCs Symposium (ERHIC) and gave a talk about our family history extraction project.
• 2021-08: We had a paper titled 'mDAPT: Multilingual Domain Adaptive Pretraining in a Single Model' accepted to Findings of EMNLP 2021.
• 2021-08: We had a paper titled 'SearchEHR: A Family History Search System for Clinical Decision Support' accepted to CIKM 2021.
• 2021-03: We had a paper titled 'Extracting Family History Information From Electronic Health Records: Natural Language Processing Analysis' accepted to JMIR Medical Informatics.
• (more)

Email

dai (dot) xiang (dot) au (at) gmail.com

dai (dot) dai (at) csiro.au

Calendar

Also, you can find me from , Google scholar, Semantic scholar.