| 2020 | ICWSM | Social Media Relevance Filtering Using Perplexity-Based Positive-Unlabelled Learning. | Sunghwan Mac Kim, Stephen Wan, Ccile Paris, Andreas Duenser |
| 2017 | ACL | Demographic Inference on Twitter using Recursive Neural Networks. | Sunghwan Mac Kim, Qiongkai Xu, Lizhen Qu, Stephen Wan, Ccile Paris |
| 2017 | WWW | Twitter Content Eliciting User Engagement: A Case Study on Australian Organisations. | Sunghwan Mac Kim, Kyo Kageura, James McHugh, Surya Nepal, Ccile Paris, Bella Robinson, Ross Sparks, Stephen Wan |
| 2017 | WWW | Distinguishing Individuals from Organisations on Twitter. | Sunghwan Mac Kim, Ccile Paris, Robert Power, Stephen Wan |
| 2016 | ADCS | Occupational Representativeness in Twitter. | Sunghwan Mac Kim, Stephen Wan, Ccile Paris |
| 2016 | NAACL | Data61-CSIRO systems at the CLPsych 2016 Shared Task. | Sunghwan Mac Kim, Yufei Wang, Stephen Wan, Ccile Paris |
| 2012 | COLING | Improving Combinatory Categorial Grammar Parse Reranking with Dependency Grammar Features. | Sunghwan Mac Kim, Dominick Ng, Mark Johnson, James R. Curran |
| 2011 | AIED | Sentiment-Oriented Summarisation of Peer Reviews. | Sunghwan Mac Kim, Rafael A. Calvo |
| 2010 | EDM | Sentiment Analysis in Student Experiences of Learning. | Sunghwan Mac Kim, Rafael A. Calvo |