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Mark Dras

Microsoft Research Institute, Macquarie University

Pick-Object-Attack: Type-Specific Adversarial Attack for Object Detection

Jun 05, 2020
Omid Mohamad Nezami, Akshay Chaturvedi, Mark Dras, Utpal Garain


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Siamese Networks for Large-Scale Author Identification

Jan 21, 2020
Chakaveh Saedi, Mark Dras

* 19 pages 

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Towards Generating Stylized Image Captions via Adversarial Training

Aug 08, 2019
Omid Mohamad Nezami, Mark Dras, Stephen Wan, Cecile Paris, Len Hamey


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Image Captioning using Facial Expression and Attention

Aug 08, 2019
Omid Mohamad Nezami, Mark Dras, Stephen Wan, Cecile Paris


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Generalised Differential Privacy for Text Document Processing

Nov 26, 2018
Natasha Fernandes, Mark Dras, Annabelle McIver


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Senti-Attend: Image Captioning using Sentiment and Attention

Nov 24, 2018
Omid Mohamad Nezami, Mark Dras, Stephen Wan, Cecile Paris


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Deep Learning for Domain Adaption: Engagement Recognition

Aug 07, 2018
Omid Mohamad Nezami, Len Hamey, Deborah Richards, Mark Dras


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Face-Cap: Image Captioning using Facial Expression Analysis

Jul 06, 2018
Omid Mohamad Nezami, Mark Dras, Peter Anderson, Len Hamey


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VnCoreNLP: A Vietnamese Natural Language Processing Toolkit

Apr 01, 2018
Thanh Vu, Dat Quoc Nguyen, Dai Quoc Nguyen, Mark Dras, Mark Johnson

* Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Demonstrations, NAACL 2018, to appear 

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A Fast and Accurate Vietnamese Word Segmenter

Dec 23, 2017
Dat Quoc Nguyen, Dai Quoc Nguyen, Thanh Vu, Mark Dras, Mark Johnson

* In Proceedings of the 11th International Conference on Language Resources and Evaluation (LREC 2018), to appear 

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From Word Segmentation to POS Tagging for Vietnamese

Nov 14, 2017
Dat Quoc Nguyen, Thanh Vu, Dai Quoc Nguyen, Mark Dras, Mark Johnson

* To appear in Proceedings of the 15th Annual Workshop of the Australasian Language Technology Association, ALTA 2017 

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A Novel Neural Network Model for Joint POS Tagging and Graph-based Dependency Parsing

Jun 08, 2017
Dat Quoc Nguyen, Mark Dras, Mark Johnson

* v2: also include universal POS tagging, UAS and LAS accuracies w.r.t gold-standard segmentation on Universal Dependencies 2.0 - CoNLL 2017 shared task test data; in CoNLL 2017 

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Native Language Identification using Stacked Generalization

Mar 19, 2017
Shervin Malmasi, Mark Dras


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An empirical study for Vietnamese dependency parsing

Nov 03, 2016
Dat Quoc Nguyen, Mark Dras, Mark Johnson

* To appear in Proceedings of the 14th Annual Workshop of the Australasian Language Technology Association 

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Modeling Language Change in Historical Corpora: The Case of Portuguese

Sep 30, 2016
Marcos Zampieri, Shervin Malmasi, Mark Dras

* Proceedings of Language Resources and Evaluation (LREC). Portoroz, Slovenia. pp. 4098-4104 (2016) 
* Proceedings of Language Resources and Evaluation (LREC) 

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Reluctant Paraphrase: Textual Restructuring under an Optimisation Model

Jul 03, 1997
Mark Dras

* 7 pages, LaTeX source (pacling97, examples styles) 

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Death and Lightness: Using a Demographic Model to Find Support Verbs

Oct 02, 1996
Mark Dras, Mike Johnson

* CSNLP-96, Sept. 2-4, Dublin, Ireland 
* LaTeX, 8 pages, uses aclap.sty 

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Automatic Identification of Support Verbs: A Step Towards a Definition of Semantic Weight

Oct 26, 1995
Mark Dras

* 8 pages, standard LaTeX (replaced to fix LaTeX style used) 

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A Probabilistic Model of Compound Nouns

Sep 06, 1994
Mark Lauer, Mark Dras

* 7th Australian Joint Conference on AI, 1994 
* 9 pages, uuencoded compressed postscript, please ignore any undefined command error at end 

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