Mark Dras

2.6k total citations
123 papers, 1.3k citations indexed

About

Mark Dras is a scholar working on Artificial Intelligence, Language and Linguistics and Experimental and Cognitive Psychology. According to data from OpenAlex, Mark Dras has authored 123 papers receiving a total of 1.3k indexed citations (citations by other indexed papers that have themselves been cited), including 105 papers in Artificial Intelligence, 12 papers in Language and Linguistics and 10 papers in Experimental and Cognitive Psychology. Recurrent topics in Mark Dras's work include Natural Language Processing Techniques (82 papers), Topic Modeling (55 papers) and Authorship Attribution and Profiling (18 papers). Mark Dras is often cited by papers focused on Natural Language Processing Techniques (82 papers), Topic Modeling (55 papers) and Authorship Attribution and Profiling (18 papers). Mark Dras collaborates with scholars based in Australia, United States and Spain. Mark Dras's co-authors include Shervin Malmasi, Sze-Meng Jojo Wong, Robert Dale, Stephen Wan, Cécile Paris, Mark Johnson, Marcos Zampieri, Shlomo Berkovsky, David Fraile Navarro and K. David Harrison and has published in prestigious journals such as PLoS ONE, Scientific Reports and Psychological Medicine.

In The Last Decade

Mark Dras

112 papers receiving 1.1k citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Mark Dras Australia 19 1.0k 98 77 67 64 123 1.3k
Lonneke van der Plas Malta 11 992 1.0× 151 1.5× 119 1.5× 100 1.5× 93 1.5× 45 1.2k
Khalid Choukri France 16 1.1k 1.1× 114 1.2× 95 1.2× 148 2.2× 131 2.0× 82 1.3k
Stelios Piperidis Greece 12 576 0.6× 76 0.8× 87 1.1× 71 1.1× 45 0.7× 51 775
Mary Swift United States 15 532 0.5× 107 1.1× 51 0.7× 62 0.9× 56 0.9× 39 747
Gemma Boleda Spain 16 818 0.8× 119 1.2× 38 0.5× 71 1.1× 115 1.8× 54 995
Alexander Clark United Kingdom 17 902 0.9× 125 1.3× 57 0.7× 57 0.9× 62 1.0× 66 1.1k
Lenhart K. Schubert United States 22 1.3k 1.3× 90 0.9× 130 1.7× 77 1.1× 59 0.9× 116 1.6k
C. Brew United States 19 821 0.8× 71 0.7× 129 1.7× 70 1.0× 63 1.0× 64 1.0k
Gerardo Sierra Mexico 13 538 0.5× 102 1.0× 162 2.1× 41 0.6× 57 0.9× 88 870
Erwin Marsi Netherlands 12 1.3k 1.3× 71 0.7× 110 1.4× 42 0.6× 68 1.1× 37 1.4k

Countries citing papers authored by Mark Dras

Since Specialization
Citations

This map shows the geographic impact of Mark Dras's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Mark Dras with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Mark Dras more than expected).

Fields of papers citing papers by Mark Dras

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Mark Dras. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Mark Dras. The network helps show where Mark Dras may publish in the future.

Co-authorship network of co-authors of Mark Dras

This figure shows the co-authorship network connecting the top 25 collaborators of Mark Dras. A scholar is included among the top collaborators of Mark Dras based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Mark Dras. Mark Dras is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Navarro, David Fraile, et al.. (2025). Expert evaluation of large language models for clinical dialogue summarization. Scientific Reports. 15(1). 1195–1195. 5 indexed citations
2.
Shetty, Ashalatha, Amin Beheshti, Mark Dras, & Usman Naseem. (2025). VITAL: A New Dataset for Benchmarking Pluralistic Alignment in Healthcare. 22954–22974.
3.
Simpson, James, Patrick Nalepka, Mark Dras, et al.. (2025). Towards Teams being Led by a Conversational Agent. 1–17.
4.
Forbes, Miriam K., et al.. (2023). Elemental psychopathology: distilling constituent symptoms and patterns of repetition in the diagnostic criteria of the DSM-5. Psychological Medicine. 54(5). 886–894. 39 indexed citations
5.
Xiang, Haolong, Xuyun Zhang, Hongsheng Hu, et al.. (2023). OptIForest: Optimal Isolation Forest for Anomaly Detection. 2379–2387. 9 indexed citations
7.
Keller, Eric, Eric Rozner, Richard Han, et al.. (2023). Capturing and Predicting User Frustration to Support a Smart Operating System. 29–32.
8.
Warren, David, et al.. (2022). Using machine learning to study the effect of medication adherence in Opioid Use Disorder. PLoS ONE. 17(12). e0278988–e0278988. 15 indexed citations
9.
Hamey, Len, et al.. (2018). Deep Learning for Domain Adaption: Engagement Recognition.. arXiv (Cornell University). 4 indexed citations
10.
Foster, Jennifer, et al.. (2017). Morphological features of the Irish universal dependency treebank. IEEE Transactions on Learning Technologies. 1779. 111–122. 3 indexed citations
11.
Malmasi, Shervin, et al.. (2015). Norwegian Native Language Identification. Recent Advances in Natural Language Processing. 404–412. 5 indexed citations
12.
Foster, Jennifer, et al.. (2013). Working with a small dataset - semi-supervised dependency parsing for Irish. 1–11. 4 indexed citations
13.
Wong, Sze-Meng Jojo, Mark Dras, & Mark Johnson. (2012). Exploring Adaptor Grammars for Native Language Identification. Empirical Methods in Natural Language Processing. 699–709. 24 indexed citations
14.
Wong, Sze-Meng Jojo & Mark Dras. (2011). Exploiting Parse Structures for Native Language Identification. Empirical Methods in Natural Language Processing. 1600–1610. 55 indexed citations
15.
Baldwin, Timothy, Mark Dras, Julia Hockenmaier, Tracy Holloway King, & Gertjan van Noord. (2007). ACL 2007 Workshop on Deep Linguistic Processing. Meeting of the Association for Computational Linguistics.
16.
Dras, Mark, Manolya Kavakli, & Deborah Richards. (2005). Training for High Risk Situations. Adaptive Agents and Multi-Agents Systems. 35–41. 4 indexed citations
17.
Dras, Mark & David C. Harrison. (2002). Emergent Behaviour in Phonological Pattern Change. 390–393. 6 indexed citations
18.
Harrison, K. David, et al.. (2002). Agent-Based Modeling Of The Evolution Of Vowel Harmony. Scholarworks (University of Massachusetts Amherst). 1(1). 217. 17 indexed citations
19.
Dras, Mark & Michael T. Johnson. (1996). Death and lightness: using a demographic model to find support verbs. arXiv (Cornell University). 6 indexed citations
20.
Dras, Mark, et al.. (1994). A Probabilistic Model of Compound Nouns. arXiv (Cornell University). 474–481. 11 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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