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Mark Dras

Automatic Recognition of Student Engagement Using Deep Learning and Facial Expression
2020 · Omid Mohamad Nezami, Mark Dras, et al. · Lecture notes in computer science · 161
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Agent-Based Modeling Of The Evolution Of Vowel Harmony
2002 · K. David Harrison, Mark Dras, et al. · ScholarWorks@UMassAmherst (University of Massachusetts Amherst) · 150
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Using Dependency-Based Features to Take the 'Para-farce' out of Paraphrase
2006 · Stephen Wan, Mark Dras, et al. · 141
Elemental psychopathology: distilling constituent symptoms and patterns of repetition in the diagnostic criteria of the DSM-5
2023 · Miriam K. Forbes, Bryan Neo, et al. · Psychological Medicine · 121
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Generalised Differential Privacy for Text Document Processing
2019 · Natasha Fernandes, Mark Dras, et al. · Lecture notes in computer science · 103
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Detecting Interesting Event Sequences for Sports Reporting
2011 · François Lareau, Mark Dras, et al. · 100
Clinical named entity recognition and relation extraction using natural language processing of medical free text: A systematic review
2023 · David Fraile Navarro, Kiran Ijaz, et al. · International Journal of Medical Informatics · 97
Statistical Machine Translation of Australian Aboriginal Languages: Morphological Analysis with Languages of Differing Morphological Richness
2007 · Simon Zwarts, Mark Dras · 91
Arabic Dialect Identification Using a Parallel Multidialectal Corpus
2016 · Shervin Malmasi, Eshrag Refaee, et al. · Communications in computer and information science · 78
Exploiting Parse Structures for Native Language Identification
2011 · Sze-Meng Jojo Wong, Mark Dras · 78
Deep reinforcement learning guided graph neural networks for brain network analysis
2022 · Xusheng Zhao, Jia Wu, et al. · Neural Networks · 74
Contrastive Analysis and Native Language Identification
2009 · Sze-Meng Jojo Wong, Mark Dras · 70
GLEU: Automatic Evaluation of Sentence-Level Fluency
2007 · Andrew Mutton, Mark Dras, et al. · 64
OptIForest: Optimal Isolation Forest for Anomaly Detection
2023 · Haolong Xiang, Xuyun Zhang, et al. · International Joint Conference on Artificial Intelligence · 62
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Native Language Identification With Classifier Stacking and Ensembles
2018 · Shervin Malmasi, Mark Dras · Computational Linguistics · 62
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Stock Market Prediction with Deep Learning: A Character-based Neural Language Model for Event-based Trading
2017 · Leonardo dos Santos Pinheiro, Mark Dras · 54
Multilingual native language identification
2015 · SHERVIN MALMASI, MARK DRAS · Natural Language Engineering · 54
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Language identification using classifier ensembles
2015 · Shervin Malmasi, Mark Dras · 52
A Fast and Accurate Vietnamese Word Segmenter
2018 · Dat Quoc Nguyen, Dai Quoc Nguyen, et al. · Language Resources and Evaluation Conference (LREC) · 50
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Expert evaluation of large language models for clinical dialogue summarization
2025 · David Fraile Navarro, Enrico Coiera, et al. · Scientific Reports · 48
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Predicting Post Severity in Mental Health Forums
2016 · Shervin Malmasi, Marcos Zampieri, et al. · Workshop on Computational Linguistics and Clinical Psychology (CLPsych) · 45
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A Novel Neural Network Model for Joint POS Tagging and Graph-based Dependency Parsing
2017 · Dat Quoc Nguyen, Mark Dras, et al. · CoNLL Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies · 42
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Location Mention Detection in Tweets and Microblogs
2016 · Shervin Malmasi, Mark Dras · Communications in computer and information science · 42
Predicting accuracy on large datasets from smaller pilot data
2018 · Mark Johnson, Peter Anderson, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting · 40
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Chinese Native Language Identification
2014 · Shervin Malmasi, Mark Dras · Conference of the European Chapter of the Association for Computational Linguistics · 38
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Works count: 222
Citation count: 3,481
H-index: 32
I10-index: 86
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