Mark Dras

ORCID

Publication Activity (10 Years)

Years Active: 1994-2024
Publications (10 Years): 71

Top Venues

Publications

Ansh Arora, Xuanli He, Maximilian Mozes, Srinibas Swain, Mark Dras, Qiongkai Xu
Here's a Free Lunch: Sanitizing Backdoored Models with Model Merge. ACL (Findings) (2024)
Sayan Biswas, Mark Dras, Pedro Faustini, Natasha Fernandes, Annabelle McIver, Catuscia Palamidessi, Parastoo Sadeghi
Bayes' capacity as a measure for reconstruction attacks in federated learning. CoRR (2024)
Tim Chard, Mark Dras, Paul F. Sowman, Steve Cassidy, Jia Wu
Temporally Rich Deep Learning Models for Magnetoencephalography. Trans. Mach. Learn. Res. 2024 (2024)
Weijun Li, Qiongkai Xu, Mark Dras
Seeing the Forest through the Trees: Data Leakage from Partial Transformer Gradients. CoRR (2024)
Ansh Arora, Xuanli He, Maximilian Mozes, Srinibas Swain, Mark Dras, Qiongkai Xu
Here's a Free Lunch: Sanitizing Backdoored Models with Model Merge. CoRR (2024)
Pedro Faustini, Shakila Mahjabin Tonni, Annabelle McIver, Qiongkai Xu, Mark Dras
IDT: Dual-Task Adversarial Attacks for Privacy Protection. CoRR (2024)
Sana Salman, Debbie Richards, Mark Dras
Identifying Which Relational Cues Users Find Helpful to Allow Tailoring of e-Coach Dialogues. Multimodal Technol. Interact. 7 (10) (2023)
David Fraile Navarro, Kiran Ijaz, Dana Rezazadegan, Hania Rahimi-Ardabili, Mark Dras, Enrico W. Coiera, Shlomo Berkovsky
Clinical named entity recognition and relation extraction using natural language processing of medical free text: A systematic review. Int. J. Medical Informatics 177 (2023)
Haolong Xiang, Xuyun Zhang, Hongsheng Hu, Lianyong Qi, Wanchun Dou, Mark Dras, Amin Beheshti, Xiaolong Xu
OptIForest: Optimal Isolation Forest for Anomaly Detection. IJCAI (2023)
Haolong Xiang, Xuyun Zhang, Hongsheng Hu, Lianyong Qi, Wanchun Dou, Mark Dras, Amin Beheshti, Xiaolong Xu
OptIForest: Optimal Isolation Forest for Anomaly Detection. CoRR (2023)
Shakila Mahjabin Tonni, Mark Dras
What Learned Representations and Influence Functions Can Tell Us About Adversarial Examples. IJCNLP (Findings) (2023)
James Simpson, Patrick Nalepka, Hamish Stening, Mark Dras, Rachel W. Kallen, Deborah Richards, Michael J. Richardson
How do People Perceive Collaborative Conversational Agents? CogSci (2023)
Sepideh Goodarzy, Eric Keller, Maziyar Nazari, Eric Rozner, Richard Han, Mark Dras, Young Choon Lee, Deborah Richards
Capturing and Predicting User Frustration to Support a Smart Operating System. IUI Companion (2023)
Shakila Mahjabin Tonni, Mark Dras
What Learned Representations and Influence Functions Can Tell Us About Adversarial Examples. CoRR (2023)
Haolong Xiang, Xuyun Zhang, Mark Dras, Amin Beheshti, Wanchun Dou, Xiaolong Xu
Deep Optimal Isolation Forest with Genetic Algorithm for Anomaly Detection. ICDM (2023)
David Fraile Navarro, Ahmet Baki Kocaballi, Mark Dras, Shlomo Berkovsky
Collaboration, not Confrontation: Understanding General Practitioners' Attitudes Towards Natural Language and Text Automation in Clinical Practice. ACM Trans. Comput. Hum. Interact. 30 (2) (2023)
Pedro Faustini, Natasha Fernandes, Annabelle McIver, Mark Dras
Directional Privacy for Deep Learning. CoRR (2022)
Xusheng Zhao, Jia Wu, Hao Peng, Amin Beheshti, Jessica Monaghan, David McAlpine, Heivet Hernandez-Perez, Mark Dras, Qiong Dai, Yangyang Li, Philip S. Yu, Lifang He
Deep Reinforcement Learning Guided Graph Neural Networks for Brain Network Analysis. CoRR (2022)
James Simpson, Hamish Stening, Patrick Nalepka, Mark Dras, Erik D. Reichle, Simon Hosking, Christopher J. Best, Deborah Richards, Michael J. Richardson
DesertWoZ: A Wizard of Oz Environment to Support the Design of Collaborative Conversational Agents. CSCW Companion (2022)
Na Liu, Mark Dras, Wei Emma Zhang
Detecting Textual Adversarial Examples Based on Distributional Characteristics of Data Representations. CoRR (2022)
Na Liu, Mark Dras, Wei Emma Zhang
Detecting Textual Adversarial Examples Based on Distributional Characteristics of Data Representations. RepL4NLP@ACL (2022)
David Fraile Navarro, Mark Dras, Shlomo Berkovsky
Few-shot fine-tuning SOTA summarization models for medical dialogues. NAACL-HLT (Student Research Workshop) (2022)
Patrick Nalepka, Matthew Prants, Hamish Stening, James Simpson, Rachel W. Kallen, Mark Dras, Erik D. Reichle, Simon G. Hosking, Christopher J. Best, Michael J. Richardson
Assessing Team Effectiveness by How Players Structure Their Search in a First-Person Multiplayer Video Game. Cogn. Sci. 46 (10) (2022)
Xusheng Zhao, Jia Wu, Hao Peng, Amin Beheshti, Jessica J. M. Monaghan, David McAlpine, Heivet Hernandez-Perez, Mark Dras, Qiong Dai, Yangyang Li, Philip S. Yu, Lifang He
Deep reinforcement learning guided graph neural networks for brain network analysis. Neural Networks 154 (2022)
Matthew Prants, James Simpson, Patrick Nalepka, Rachel W. Kallen, Mark Dras, Erik D. Reichle, Simon Hosking, Christopher J. Best, Michael J. Richardson
The Structure of Team Search Behaviors with Varying Access to Information. CogSci (2021)
James Simpson, Patrick Nalepka, Cassandra L. Crone, Rachel W. Kallen, Mark Dras, Erik D. Reichle, Simon G. Hosking, Christopher J. Best, Deborah Richards, Michael J. Richardson
Tip of the Finger or Tip of the Tongue?: The Effects of Verbal Communication on Online Multi-Player Team Performance. CSCW Companion (2021)
Yufei Wang, Can Xu, Huang Hu, Chongyang Tao, Stephen Wan, Mark Dras, Mark Johnson, Daxin Jiang
Neural Rule-Execution Tracking Machine For Transformer-Based Text Generation. NeurIPS (2021)
Omid Mohamad Nezami, Akshay Chaturvedi, Mark Dras, Utpal Garain
Pick-Object-Attack: Type-specific adversarial attack for object detection. Comput. Vis. Image Underst. 211 (2021)
Yufei Wang, Can Xu, Huang Hu, Chongyang Tao, Stephen Wan, Mark Dras, Mark Johnson, Daxin Jiang
Neural Rule-Execution Tracking Machine For Transformer-Based Text Generation. CoRR (2021)
Georgina Kennedy, Mark Dras, Blanca Gallego
Augmentation of Electronic Medical Record Data for Deep Learning. MedInfo (2021)
Yufei Wang, Ian D. Wood, Stephen Wan, Mark Dras, Mark Johnson
Mention Flags (MF): Constraining Transformer-based Text Generators. ACL/IJCNLP (1) (2021)
Chakaveh Saedi, Mark Dras
Siamese networks for large-scale author identification. Comput. Speech Lang. 70 (2021)
Omid Mohamad Nezami, Akshay Chaturvedi, Mark Dras, Utpal Garain
Pick-Object-Attack: Type-Specific Adversarial Attack for Object Detection. CoRR (2020)
Omid Mohamad Nezami, Mark Dras, Stephen Wan, Cécile Paris
Image Captioning using Facial Expression and Attention. J. Artif. Intell. Res. 68 (2020)
Chakaveh Saedi, Mark Dras
Large Scale Author Obfuscation Using Siamese Variational Auto-Encoder: The SiamAO System. *SEM@COLING (2020)
Omid Mohamad Nezami, Mark Dras, Stephen Wan, Cécile Paris
Image Captioning using Facial Expression and Attention. CoRR (2019)
Omid Mohamad Nezami, Mark Dras, Stephen Wan, Cécile Paris, Len Hamey
Towards Generating Stylized Image Captions via Adversarial Training. PRICAI (1) (2019)
Omid Mohamad Nezami, Mark Dras, Stephen Wan, Cécile Paris, Len Hamey
Towards Generating Stylized Image Captions via Adversarial Training. CoRR (2019)
Omid Mohamad Nezami, Mark Dras, Len Hamey, Deborah Richards, Stephen Wan, Cécile Paris
Automatic Recognition of Student Engagement Using Deep Learning and Facial Expression. ECML/PKDD (3) (2019)
Chakaveh Saedi, Mark Dras
Siamese Networks for Large-Scale Author Identification. CoRR (2019)
Natasha Fernandes, Mark Dras, Annabelle McIver
Generalised Differential Privacy for Text Document Processing. POST (2019)
Mark Johnson, Peter Anderson, Mark Dras, Mark Steedman
Predicting accuracy on large datasets from smaller pilot data. ACL (2) (2018)
Shervin Malmasi, Mark Dras
Native Language Identification With Classifier Stacking and Ensembles. Comput. Linguistics 44 (3) (2018)
Natasha Fernandes, Mark Dras, Annabelle McIver
Generalised Differential Privacy for Text Document Processing. CoRR (2018)
Natasha Fernandes, Mark Dras, Annabelle McIver
Author Obfuscation Using Generalised Differential Privacy. CoRR (2018)
Dat Quoc Nguyen, Dai Quoc Nguyen, Thanh Vu, Mark Dras, Mark Johnson
A Fast and Accurate Vietnamese Word Segmenter. LREC (2018)
Natasha Fernandes, Mark Dras, Annabelle McIver
Processing Text for Privacy: An Information Flow Perspective. FM (2018)
Omid Mohamad Nezami, Len Hamey, Deborah Richards, Mark Dras
Deep Learning for Domain Adaption: Engagement Recognition. CoRR (2018)
Omid Mohamad Nezami, Mark Dras, Peter Anderson, Len Hamey
Face-Cap: Image Captioning using Facial Expression Analysis. CoRR (2018)
Thanh Vu, Dat Quoc Nguyen, Dai Quoc Nguyen, Mark Dras, Mark Johnson
VnCoreNLP: A Vietnamese Natural Language Processing Toolkit. CoRR (2018)
Thanh Vu, Dat Quoc Nguyen, Dai Quoc Nguyen, Mark Dras, Mark Johnson
VnCoreNLP: A Vietnamese Natural Language Processing Toolkit. NAACL-HLT (Demonstrations) (2018)
Omid Mohamad Nezami, Mark Dras, Stephen Wan, Cécile Paris
Senti-Attend: Image Captioning using Sentiment and Attention. CoRR (2018)
Omid Mohamad Nezami, Mark Dras, Peter Anderson, Len Hamey
Face-Cap: Image Captioning Using Facial Expression Analysis. ECML/PKDD (1) (2018)
Dat Quoc Nguyen, Thanh Vu, Dai Quoc Nguyen, Mark Dras, Mark Johnson
From Word Segmentation to POS Tagging for Vietnamese. CoRR (2017)
Shervin Malmasi, Mark Dras, Mark Johnson, Lan Du, Magdalena Wolska
Unsupervised Text Segmentation Based on Native Language Characteristics. ACL (1) (2017)
Dat Quoc Nguyen, Dai Quoc Nguyen, Thanh Vu, Mark Dras, Mark Johnson
A Fast and Accurate Vietnamese Word Segmenter. CoRR (2017)
Shervin Malmasi, Mark Dras
Native Language Identification using Stacked Generalization. CoRR (2017)
Dat Quoc Nguyen, Mark Dras, Mark Johnson
A Novel Neural Network Model for Joint POS Tagging and Graph-based Dependency Parsing. CoNLL Shared Task (2) (2017)
Dat Quoc Nguyen, Thanh Vu, Dai Quoc Nguyen, Mark Dras, Mark Johnson
From Word Segmentation to POS Tagging for Vietnamese. ALTA (2017)
Dat Quoc Nguyen, Mark Dras, Mark Johnson
A Novel Neural Network Model for Joint POS Tagging and Graph-based Dependency Parsing. CoRR (2017)
Shervin Malmasi, Mark Dras
Feature Hashing for Language and Dialect Identification. ACL (2) (2017)
Leonardo dos Santos Pinheiro, Mark Dras
Stock Market Prediction with Deep Learning: A Character-based Neural Language Model for Event-based Trading. ALTA (2017)
Shervin Malmasi, Mark Dras
Multilingual native language identification. Nat. Lang. Eng. 23 (2) (2017)
Teresa Lynn, Jennifer Foster, Mark Dras
Morphological Features of the Irish Universal Dependencies Treebank. TLT (2017)
Marcos Zampieri, Shervin Malmasi, Mark Dras
Modeling Language Change in Historical Corpora: The Case of Portuguese. LREC (2016)
Shervin Malmasi, Mark Dras, Marcos Zampieri
LTG at SemEval-2016 Task 11: Complex Word Identification with Classifier Ensembles. SemEval@NAACL-HLT (2016)
Dat Quoc Nguyen, Mark Dras, Mark Johnson
An empirical study for Vietnamese dependency parsing. ALTA (2016)
Dat Quoc Nguyen, Mark Dras, Mark Johnson
An empirical study for Vietnamese dependency parsing. CoRR (2016)
Marcos Zampieri, Shervin Malmasi, Mark Dras
Modeling Language Change in Historical Corpora: The Case of Portuguese. CoRR (2016)
Shervin Malmasi, Marcos Zampieri, Mark Dras
Predicting Post Severity in Mental Health Forums. CLPsych@HLT-NAACL (2016)
Mary Gardiner, Mark Dras
Predicting word choice in affective text. Nat. Lang. Eng. 22 (1) (2016)
Shervin Malmasi, Mark Dras
Large-Scale Native Language Identification with Cross-Corpus Evaluation. HLT-NAACL (2015)
Mark Dras
Evaluating Human Pairwise Preference Judgments. Comput. Linguistics 41 (2) (2015)
Shervin Malmasi, Mark Dras, Irina P. Temnikova
Norwegian Native Language Identification. RANLP (2015)
Shervin Malmasi, Hamed Hassanzadeh, Mark Dras
Clinical Information Extraction Using Word Representations. ALTA (2015)
Shervin Malmasi, Mark Dras
Location Mention Detection in Tweets and Microblogs. PACLING (2015)
Shervin Malmasi, Mark Dras
Cognate Identification using Machine Translation. ALTA (2015)
Shervin Malmasi, Joel R. Tetreault, Mark Dras
Oracle and Human Baselines for Native Language Identification. BEA@NAACL-HLT (2015)
Shervin Malmasi, Eshrag Refaee, Mark Dras
Arabic Dialect Identification Using a Parallel Multidialectal Corpus. PACLING (2015)
Shervin Malmasi, Mark Dras
Finnish Native Language Identification. ALTA (2014)
Shervin Malmasi, Mark Dras
Chinese Native Language Identification. EACL (2014)
Shervin Malmasi, Mark Dras
From Visualisation to Hypothesis Construction for Second Language Acquisition. TextGraphs@EMNLP (2014)
Shervin Malmasi, Mark Dras
Arabic Native Language Identification. ANLP@EMNLP (2014)
Shervin Malmasi, Mark Dras
Language Transfer Hypotheses with Linear SVM Weights. EMNLP (2014)
Teresa Lynn, Jennifer Foster, Mark Dras
Working with a small dataset - semi-supervised dependency parsing for Irish. SPMRL@EMNLP (2013)
Shervin Malmasi, Sze-Meng Jojo Wong, Mark Dras
NLI Shared Task 2013: MQ Submission. BEA@NAACL-HLT (2013)
Marta Vila, Mark Dras
Tree Edit Distance as a Baseline Approach for Paraphrase Representation. Proces. del Leng. Natural 48 (2012)
Teresa Lynn, Özlem Çetinoglu, Jennifer Foster, Elaine Uí Dhonnchadha, Mark Dras, Josef van Genabith
Irish Treebanking and Parsing: A Preliminary Evaluation. LREC (2012)
Sze-Meng Jojo Wong, Mark Dras, Mark Johnson
Exploring Adaptor Grammars for Native Language Identification. EMNLP-CoNLL (2012)
Yasaman Motazedi, Mark Dras, François Lareau
Is Bad Structure Better Than No Structure?: Unsupervised Parsing for Realisation Ranking. COLING (2012)
Teresa Lynn, Jennifer Foster, Mark Dras, Elaine Uí Dhonnchadha
Active Learning and the Irish Treebank. ALTA (2012)
Mary Gardiner, Mark Dras
Valence Shifting: Is It A Valid Task? ALTA (2012)
Sze-Meng Jojo Wong, Mark Dras
Exploiting Parse Structures for Native Language Identification. EMNLP (2011)
François Lareau, Mark Dras, Robert Dale
Detecting Interesting Event Sequences for Sports Reporting. ENLG (2011)
Susan Howlett, Mark Dras
Clause Restructuring For SMT Not Absolutely Helpful. ACL (2) (2011)
Sze-Meng Jojo Wong, Mark Dras, Mark Johnson
Topic Modeling for Native Language Identification. ALTA (2011)
François Lareau, Mark Dras, Benjamin Börschinger, Robert Dale
Collocations in Multilingual Natural Language Generation: Lexical Functions meet Lexical Functional Grammar. ALTA (2011)
Sze-Meng Jojo Wong, Mark Dras
Parser Features for Sentence Grammaticality Classification. ALTA (2010)
Mark Dras, Debbie Richards, Meredith Taylor, Mary Gardiner
Deceptive agents and language. AAMAS (2010)
Susan Howlett, Mark Dras
Dual-Path Phrase-Based Statistical Machine Translation. ALTA (2010)

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Publication Activity (10 Years)

Top Topics

Top Venues

Mark Dras