Mark Dras

Orcid: 0000-0001-9908-7182

Affiliations:
  • Macquarie University, Sydney, Australia


According to our database1, Mark Dras authored at least 111 papers between 1994 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Bibliography

2024
Here's a Free Lunch: Sanitizing Backdoored Models with Model Merge.
CoRR, 2024

2023
Clinical named entity recognition and relation extraction using natural language processing of medical free text: A systematic review.
Int. J. Medical Informatics, September, 2023

Collaboration, not Confrontation: Understanding General Practitioners' Attitudes Towards Natural Language and Text Automation in Clinical Practice.
ACM Trans. Comput. Hum. Interact., April, 2023

Identifying Which Relational Cues Users Find Helpful to Allow Tailoring of e-Coach Dialogues.
Multimodal Technol. Interact., 2023

What Learned Representations and Influence Functions Can Tell Us About Adversarial Examples.
CoRR, 2023

Capturing and Predicting User Frustration to Support a Smart Operating System.
Proceedings of the Companion Proceedings of the 28th International Conference on Intelligent User Interfaces, 2023

OptIForest: Optimal Isolation Forest for Anomaly Detection.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Deep Optimal Isolation Forest with Genetic Algorithm for Anomaly Detection.
Proceedings of the IEEE International Conference on Data Mining, 2023

2022
Deep reinforcement learning guided graph neural networks for brain network analysis.
Neural Networks, 2022

Directional Privacy for Deep Learning.
CoRR, 2022

Assessing Team Effectiveness by How Players Structure Their Search in a First-Person Multiplayer Video Game.
Cogn. Sci., 2022

Detecting Textual Adversarial Examples Based on Distributional Characteristics of Data Representations.
Proceedings of the 7th Workshop on Representation Learning for NLP, 2022

Few-shot fine-tuning SOTA summarization models for medical dialogues.
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Student Research Workshop, 2022

DesertWoZ: A Wizard of Oz Environment to Support the Design of Collaborative Conversational Agents.
Proceedings of the Companion Computer Supported Cooperative Work and Social Computing, 2022

2021
Pick-Object-Attack: Type-specific adversarial attack for object detection.
Comput. Vis. Image Underst., 2021

Siamese networks for large-scale author identification.
Comput. Speech Lang., 2021

Neural Rule-Execution Tracking Machine For Transformer-Based Text Generation.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Augmentation of Electronic Medical Record Data for Deep Learning.
Proceedings of the MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation, 2021

Tip of the Finger or Tip of the Tongue?: The Effects of Verbal Communication on Online Multi-Player Team Performance.
Proceedings of the Companion Publication of the 2021 ACM Conference on Computer Supported Cooperative Work and Social Computing, 2021

Mention Flags (MF): Constraining Transformer-based Text Generators.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020
Image Captioning using Facial Expression and Attention.
J. Artif. Intell. Res., 2020

Large Scale Author Obfuscation Using Siamese Variational Auto-Encoder: The SiamAO System.
Proceedings of the Ninth Joint Conference on Lexical and Computational Semantics, 2020

2019
Towards Generating Stylized Image Captions via Adversarial Training.
Proceedings of the PRICAI 2019: Trends in Artificial Intelligence, 2019

Generalised Differential Privacy for Text Document Processing.
Proceedings of the Principles of Security and Trust - 8th International Conference, 2019

Automatic Recognition of Student Engagement Using Deep Learning and Facial Expression.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

2018
Senti-Attend: Image Captioning using Sentiment and Attention.
CoRR, 2018

Deep Learning for Domain Adaption: Engagement Recognition.
CoRR, 2018

Author Obfuscation Using Generalised Differential Privacy.
CoRR, 2018

Native Language Identification With Classifier Stacking and Ensembles.
Comput. Linguistics, 2018

Face-Cap: Image Captioning Using Facial Expression Analysis.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018

VnCoreNLP: A Vietnamese Natural Language Processing Toolkit.
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics, 2018

A Fast and Accurate Vietnamese Word Segmenter.
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

Processing Text for Privacy: An Information Flow Perspective.
Proceedings of the Formal Methods - 22nd International Symposium, 2018

Predicting accuracy on large datasets from smaller pilot data.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017
Multilingual native language identification.
Nat. Lang. Eng., 2017

Native Language Identification using Stacked Generalization.
CoRR, 2017

Morphological Features of the Irish Universal Dependencies Treebank.
Proceedings of the 15th International Workshop on Treebanks and Linguistic Theories (TLT15), 2017

A Novel Neural Network Model for Joint POS Tagging and Graph-based Dependency Parsing.
Proceedings of the CoNLL 2017 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies, 2017

Unsupervised Text Segmentation Based on Native Language Characteristics.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

Feature Hashing for Language and Dialect Identification.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

Stock Market Prediction with Deep Learning: A Character-based Neural Language Model for Event-based Trading.
Proceedings of the Australasian Language Technology Association Workshop, 2017

From Word Segmentation to POS Tagging for Vietnamese.
Proceedings of the Australasian Language Technology Association Workshop, 2017

2016
Predicting word choice in affective text.
Nat. Lang. Eng., 2016

LTG at SemEval-2016 Task 11: Complex Word Identification with Classifier Ensembles.
Proceedings of the 10th International Workshop on Semantic Evaluation, 2016

Predicting Post Severity in Mental Health Forums.
Proceedings of the 3rd Workshop on Computational Linguistics and Clinical Psychology: From Linguistic Signal to Clinical Reality, 2016

Modeling Language Change in Historical Corpora: The Case of Portuguese.
Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

An empirical study for Vietnamese dependency parsing.
Proceedings of the Australasian Language Technology Association Workshop 2016, Melbourne, Australia, December 5, 2016

2015
Evaluating Human Pairwise Preference Judgments.
Comput. Linguistics, 2015

Norwegian Native Language Identification.
Proceedings of the Recent Advances in Natural Language Processing, 2015

Arabic Dialect Identification Using a Parallel Multidialectal Corpus.
Proceedings of the Computational Linguistics, 2015

Location Mention Detection in Tweets and Microblogs.
Proceedings of the Computational Linguistics, 2015

Large-Scale Native Language Identification with Cross-Corpus Evaluation.
Proceedings of the NAACL HLT 2015, The 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Denver, Colorado, USA, May 31, 2015

Oracle and Human Baselines for Native Language Identification.
Proceedings of the Tenth Workshop on Innovative Use of NLP for Building Educational Applications, 2015

Clinical Information Extraction Using Word Representations.
Proceedings of the Australasian Language Technology Association Workshop, 2015

Cognate Identification using Machine Translation.
Proceedings of the Australasian Language Technology Association Workshop, 2015

2014
Arabic Native Language Identification.
Proceedings of the EMNLP 2014 Workshop on Arabic Natural Language Processing, 2014

From Visualisation to Hypothesis Construction for Second Language Acquisition.
Proceedings of TextGraphs@EMNLP 2014: the 9th Workshop on Graph-based Methods for Natural Language Processing, 2014

Language Transfer Hypotheses with Linear SVM Weights.
Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

Chinese Native Language Identification.
Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics, 2014

Finnish Native Language Identification.
Proceedings of the Australasian Language Technology Association Workshop, 2014

2013
NLI Shared Task 2013: MQ Submission.
Proceedings of the Eighth Workshop on Innovative Use of NLP for Building Educational Applications, 2013

Working with a small dataset - semi-supervised dependency parsing for Irish.
Proceedings of the Fourth Workshop on Statistical Parsing of Morphologically-Rich Languages, 2013

2012
Tree Edit Distance as a Baseline Approach for Paraphrase Representation.
Proces. del Leng. Natural, 2012

Irish Treebanking and Parsing: A Preliminary Evaluation.
Proceedings of the Eighth International Conference on Language Resources and Evaluation, 2012

Exploring Adaptor Grammars for Native Language Identification.
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, 2012

Is Bad Structure Better Than No Structure?: Unsupervised Parsing for Realisation Ranking.
Proceedings of the COLING 2012, 2012

Active Learning and the Irish Treebank.
Proceedings of the Australasian Language Technology Association Workshop, 2012

Valence Shifting: Is It A Valid Task?
Proceedings of the Australasian Language Technology Association Workshop, 2012

2011
Detecting Interesting Event Sequences for Sports Reporting.
Proceedings of the ENLG 2011, 2011

Exploiting Parse Structures for Native Language Identification.
Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, 2011

Clause Restructuring For SMT Not Absolutely Helpful.
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference, 19-24 June, 2011, Portland, Oregon, USA, 2011

Topic Modeling for Native Language Identification.
Proceedings of the Australasian Language Technology Association Workshop 2011, 2011

Collocations in Multilingual Natural Language Generation: Lexical Functions meet Lexical Functional Grammar.
Proceedings of the Australasian Language Technology Association Workshop 2011, 2011

2010
Spanning Tree Approaches for Statistical Sentence Generation.
Proceedings of the Empirical Methods in Natural Language Generation: Data-oriented Methods and Empirical Evaluation, 2010

Deceptive agents and language.
Proceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2010), 2010

Parser Features for Sentence Grammaticality Classification.
Proceedings of the Australasian Language Technology Association Workshop, 2010

Dual-Path Phrase-Based Statistical Machine Translation.
Proceedings of the Australasian Language Technology Association Workshop, 2010

2009
Coupling Hierarchical Word Reordering and Decoding in Phrase-Based Statistical Machine Translation.
Proceedings of the Third Workshop on Syntax and Structure in Statistical Translation, 2009

A New Subtree-Transfer Approach to Syntax-Based Reordering for Statistical Machine Translation.
Proceedings of the 13th Annual conference of the European Association for Machine Translation, 2009

Improving Grammaticality in Statistical Sentence Generation: Introducing a Dependency Spanning Tree Algorithm with an Argument Satisfaction Model.
Proceedings of the EACL 2009, 12th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference, Athens, Greece, March 30, 2009

Using Hypernymy Acquisition to Tackle (Part of) Textual Entailment.
Proceedings of the 2009 Workshop on Applied Textual Inference, 2009

Contrastive Analysis and Native Language Identification.
Proceedings of the Australasian Language Technology Association Workshop, 2009

2008
Approaches for semantic interoperability between domain ontologies.
Expert Syst. J. Knowl. Eng., 2008

Seed and Grow: Augmenting Statistically Generated Summary Sentences using Schematic Word Patterns.
Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing, 2008

Choosing the Right Translation: A Syntactically Informed Classification Approach.
Proceedings of the COLING 2008, 2008

Morphosyntactic Target Language Matching in Statistical Machine Translation.
Proceedings of the Australasian Language Technology Association Workshop, 2008

2007
Syntax-based word reordering in phrase-based statistical machine translation: why does it work?
Proceedings of Machine Translation Summit XI: Papers, 2007

The Impact of Deep Linguistic Processing on Parsing Technology.
Proceedings of the Tenth International Conference on Parsing Technologies, 2007

GLEU: Automatic Evaluation of Sentence-Level Fluency.
Proceedings of the ACL 2007, 2007

Statistical Machine Translation of Australian Aboriginal Languages: Morphological Analysis with Languages of Differing Morphological Richness.
Proceedings of the Australasian Language Technology Workshop, 2007

Exploring Approaches to Discriminating among Near-Synonyms.
Proceedings of the Australasian Language Technology Workshop, 2007

Entailment due to Syntactically Encoded Semantic Relationships.
Proceedings of the Australasian Language Technology Workshop, 2007

2006
Kernelization as Heuristic Structure for the Vertex Cover Problem.
Proceedings of the Ant Colony Optimization and Swarm Intelligence, 2006

This Phrase-Based SMT System is Out of Order: Generalised Word Reordering in Machine Translation.
Proceedings of the Australasian Language Technology Workshop, 2006

Using Dependency-Based Features to Take the 'Para-farce' out of Paraphrase.
Proceedings of the Australasian Language Technology Workshop, 2006

2005
Searching for Grammaticality: Propagating Dependencies in the Viterbi Algorithm.
Proceedings of the Tenth European Workshop on Natural Language Generation, 2005

Understanding the Pheromone System Within Ant Colony Optimization.
Proceedings of the AI 2005: Advances in Artificial Intelligence, 2005

A Two-Pronged Attack on the Dragon of Intractability.
Proceedings of the Computer Science 2005, 2005

Towards Statistical Paraphrase Generation: Preliminary Evaluations of Grammaticality.
Proceedings of the Third International Workshop on Paraphrasing, 2005

Formal Grammars for Linguistic Treebank Queries.
Proceedings of the Australasian Language Technology Workshop, 2005

2003
Straight to the point: Discovering themes for summary generation.
Proceedings of the Australasian Language Technology Workshop, 2003

2002
Korean-English MT and S-TAG.
Proceedings of the Sixth International Workshop on Tree Adjoining Grammar and Related Frameworks, 2002

2000
How problematic are clitics for S-TAG translation?
Proceedings of the Fifth International Workshop on Tree Adjoining Grammar and Related Frameworks, 2000

Some remarks on an extension of synchronous TAG.
Proceedings of the Fifth International Workshop on Tree Adjoining Grammar and Related Frameworks, 2000

Multi-Component TAG and Notions of Formal Power.
Proceedings of the 38th Annual Meeting of the Association for Computational Linguistics, 2000

1999
A Meta-Level Grammar: Redefining Synchronous TAG for Translation and Paraphrase.
Proceedings of the 27th Annual Meeting of the Association for Computational Linguistics, 1999

1997
Reluctant Paraphrase: Textual Restructuring under an Optimisation Model
CoRR, 1997

Representing Paraphrases Using Synchronous TAGs.
Proceedings of the 35th Annual Meeting of the Association for Computational Linguistics and 8th Conference of the European Chapter of the Association for Computational Linguistics, 1997

1996
Death and Lightness: Using a Demographic Model to Find Support Verbs
CoRR, 1996

1995
Automatic Identification of Support Verbs: A Step Towards a Definition of Semantic Weight.
CoRR, 1995

1994
A Probabilistic Model of Compound Nouns.
CoRR, 1994


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