Mark Dras

Associate Professor

19942019
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Personal profile

Education/Academic qualification

Natural Language Processing, PhD, Macquarie University

Computer Science, BSc(hons), Macquarie University

Actuarial Studies, BEc

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Syntactics Engineering & Materials Science
Classifiers Engineering & Materials Science
Linguistics Engineering & Materials Science
Experiments Engineering & Materials Science
language Social Sciences
Semantics Engineering & Materials Science
Learning systems Engineering & Materials Science
Interoperability Engineering & Materials Science

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Projects 2010 2019

Research Outputs 1994 2019

  • 76 Conference proceeding contribution
  • 21 Conference paper
  • 8 Article
  • 1 Paper

A fast and accurate Vietnamese word segmenter

Nguyen, D. Q., Nguyen, D. Q., Vu, T., Dras, M. & Johnson, M., 1 Jan 2019, LREC 2018 - 11th International Conference on Language Resources and Evaluation. Calzolari, N., Choukri, K., Cieri, C., Declerck, T., Goggi, S., Hasida, K., Isahara, H., Maegaard, B., Mariani, J., Mazo, H., Moreno, A., Odijk, J., Piperidis, S. & Tokunaga, T. (eds.). European Language Resources Association (ELRA), p. 2582-2587 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearchpeer-review

Open Access
File
methodology
performance
segmentation
Segmentation
Treebank

Face-Cap: image captioning using facial expression analysis

Mohamad Nezami, O., Dras, M., Anderson, P. & Hamey, L., 2019, Machine Learning and Principles and Practice of Knowledge Discovery in Databases: European Conference, ECML-PKDD 2018. Proceedings, Part I. Berlingerio, M., Bonchi, F., Gärtner, T., Hurley, N. & Ifrim, G. (eds.). Cham, Switzerland: Springer, Springer Nature, p. 226-240 15 p. (Lecture Notes in Artificial Intelligence; vol. 11051).

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearchpeer-review

Facial Expression
Face
Cap
Image Model
Model

Generalised differential privacy for text document processing

Fernandes, N., Dras, M. & McIver, A., 1 Jan 2019, Principles of Security and Trust: 8th International Conference, POST 2019, Held as Part of the European Joint Conferences on Theory and Practice of Software, ETAPS 2019, Proceedings. Nielson, F. & Sands, D. (eds.). Cham: Springer-VDI-Verlag GmbH & Co. KG, p. 123-148 26 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11426 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearchpeer-review

Open Access
File
Privacy
Learning systems
Semantics
Text processing
Processing

Native Language Identification with classifier stacking and ensembles

Malmasi, S. & Dras, M., Sep 2018, In : Computational Linguistics. 44, 3, p. 403-446 44 p.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
Classifiers
language
Testing
examination
Experiments

Predicting accuracy on large datasets from smaller pilot data

Johnson, M., Anderson, P., Dras, M. & Steedman, M., 1 Jan 2018, ACL 2018 The 56th Annual Meeting of the Association for Computational Linguistics: Proceedings of the Conference, Vol. 2 (Short Papers). Gurevych, I. & Miyao, Y. (eds.). Association for Computational Linguistics (ACL), Vol. 2. p. 450-455 6 p. P18-2073

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearchpeer-review

Extrapolation