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Recent Publication Highlights

Here we highlight some of our recent or significant publications (for a full list of publications, please see the CSIRO Research Publications Repository for the team):

2019

  • Aditya Joshi, Ross Sparks, James McHugh, Sarvnaz Karimi, Cecile Paris, C Raina MacIntyre (2019) Harnessing tweets for early detection of an acute disease event, Epidemiology, Wolters Kluwer Health, 2019. In Press.
  • Adith Iyer, Aditya Joshi, Sarvnaz Karimi, Ross Sparks, Cecile Paris, Figurative Usage Detection of Symptom Words to Improve Personal Health Mention Detection.  To appear in The Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics (ACL 2019). Florence, Italy. Association for Computational Linguistics.
  • Aditya Joshi, Sarvnaz Karimi, Ross Sparks, Cecile Paris and C Raina MacIntyre (2019) A Comparison of Word-based and Context-based Representations for Classification Problems in Health Informatics, To appear in The Proceedings SIGBioMed Workshop on Biomedical Natural Language Processing (BioNLP) at ACL 2019, Florence, Italy, July 2019.
  • Wang, Y., Johnson, M., Wan, S., Sun, Y., and Wang, W. (2019) How to best use Syntax in Semantic Role Labelling.  To appear in The Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics (ACL 2019). Florence, Italy. Association for Computational Linguistics.
  • Nezami, O., Dras, M., Wan, S., Paris, C., and Hamey, L. (2019) Automatic Recognition of Student Engagement using Deep Learning and Facial Expression.  To appear in The Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2019). Würzburg, Germany. September.
  • Nezami, O., Dras, M., Wan, S., Paris, C., and Hamey, L. (2019) Towards Generating Stylized Image Captions via Adversarial Training. To appear in The Proceedings of the 16th Pacific Rim International Conference on Artificial Intelligence (PRICAI 2019). Nadi, Fiji. August.

2018

  • Aditya Joshi, Xiang Dai, Sarvnaz Karimi, Ross Sparks, Cecile Paris, C Raina MacIntyre (2018) Shot Or Not: Comparison of NLP Approaches for Vaccination Behaviour Detection, In the Proceedings of the Social Media Mining for Health Applications (SMM4H) Workshop at EMNLP 2018, Brussels, Belgium, November 2018.

2017

  • Nguyen, V., Karimi, S., Falamaki, Sara; Molla-Aliod, D.; Paris, C.; Wan, S. (2017) CSIRO at 2017 TREC Precision Medicine Track.  In the Proceedings of the Text Retrieval Conference (TREC), Gaithersburg, MD, USA, Nov 2017. NIST.
  • Kim, M.; Xu, Q.; Qu, L.; Wan, S.; Paris, C. (2017) Demographic Inference on Twitter using Recursive Neural Networks. In the Proceedings of the 55th annual meeting of the Association for Computational Linguistics (ACL); July 31 – August 2, 2017; Vancouver, Canada. Association for Computational Linguistics; 2017. 471–477.
  • Kim, S., Kageura, K., McHugh, J., Nepal, S., Paris, C., Robinson, B., Sparks, R., and Wan, S. (2017) Twitter Content Eliciting User Engagement: A Case Study on Australian Organisations. In the Proceedings of the 26th International World Wide Web Conference. Perth, Australia, April, Association for Computing Machinery. 2017.
  • Kim, S., Paris, C., Power, R., and Wan, S. (2017) Distinguishing Individuals from Organisations on Twitter. In the Proceedings of the 26th International World Wide Web Conference. Perth, Australia, April, Association for Computing Machinery. 2017.

2016

  • Wang, Y.; Wan, S. & Paris, C. (2016) The Role of Features and Context on Suicide Ideation Detection.  In the Proceedings of the Australasian Language Technology Association Workshop 2016, 2016, 94-102
  • Kim, S. M.; Wan, S. & Paris, C. (2016)  Detecting Social Roles in Twitter. In the Proceedings of The Fourth International Workshop on Natural Language Processing for Social Media, Association for Computational Linguistics, 2016, 34-40
  • Kim, M. S.; Wan, S.; Paris, C.; Brian, J. & Robinson, B. (2016) The Effects of Data Collection Methods in Twitter. In the Proceedings of the First Workshop on NLP and Computational Social Science, Association for Computational Linguistics, 2016, 86-91
  • Jayasinghe, G.; Jin, B.; Mchugh, J.; Robinson, B. & Wan, S. (2016) CSIRO Data61 at the WNUT Geo Shared Task.  In the Proceedings of the 2nd Workshop on Noisy User-generated Text (WNUT), The COLING 2016 Organizing Committee, 2016, 218-226
  • Kim, S. M.; Wang, Y.; Wan, S. & Paris, C. (2016) Data61-CSIRO systems at the CLPsych 2016 Shared Task. In the Proceedings of the Third Workshop on Computational Linguistics and Clinical Psychology. Association for Computational Linguistics, 2016, 128-132

2015

  • B. O’Dea, S. Wan, P.J. Batterham, A.L. Calear, C. Paris, H. Christensen (2015) Detecting suicidality on Twitter.  In Internet Interventions 2 (2), 183-188.