| 2026 | AAAI | Beyond the Black Box: Demystifying Multi-Turn LLM Reasoning with VISTA. | Yiran Zhang, Mingyang Lin, Mark Dras, Usman Naseem |
| 2026 | ACL | AlignCultura: Towards Culturally Aligned Large Language Models? | Gautam Siddharth Kashyap, Mark Dras, Usman Naseem |
| 2026 | ACL | SafeConstellations: Mitigating Over-Refusals in LLMs Through Task-Aware Representation Steering. | Utsav Maskey, Sumit Yadav, Mark Dras, Usman Naseem |
| 2026 | ACL | Framing Political Bias in Multilingual LLMs Across Pakistani Languages. | Afrozah Nadeem, Mark Dras, Usman Naseem |
| 2026 | ACL | Fairness Evaluation and Inference Level Mitigation in LLMs. | Afrozah Nadeem, Mark Dras, Usman Naseem |
| 2026 | EACL | When the Model Said 'No Comment', We Knew Helpfulness Was Dead, Honesty Was Alive, and Safety Was Terrified. | Gautam Siddharth Kashyap, Mark Dras, Usman Naseem |
| 2025 | ACL | VITAL: A New Dataset for Benchmarking Pluralistic Alignment in Healthcare. | Anudeex Shetty, Amin Beheshti, Mark Dras, Usman Naseem |
| 2025 | COLING | PolyMinder: A Support System for Entity Annotation and Relation Extraction in Polymer Science Documents. | Owen Rambow, Leo Wanner, Marianna Apidianaki, Hend Al-Khalifa, Barbara Di Eugenio, Steven Schockaert, Brodie Mather, Mark Dras |
| 2025 | ECAI | Bi-Directional Model Cascading with Proxy Confidence. | David Warren, Mark Dras |
| 2025 | EMNLP | Too Helpful, Too Harmless, Too Honest or Just Right? | Gautam Siddharth Kashyap, Mark Dras, Usman Naseem |
| 2025 | ICMI | When Words Fall Short: The Case for Conversational Interfaces that Don't Listen. | James Simpson, Hamish Stening, Gaurav Patil, Patrick Nalepka, Mark Dras, Rachel W. Kallen, Simon G. Hosking, Michael J. Richardson, Deborah Richards |
| 2025 | WWW | LLMs as Historical Actors: How AI Systems Influence the Web's Evolution. | Usman Naseem, Junaid Rashid, Jungeun Kim, Amin Beheshti, Jian Yang, Mark Dras |
| 2025 | WWW | KG-UQ: Knowledge Graph-Based Uncertainty Quantification for Long Text in Large Language Models. | Yingqing Yuan, Linwei Tao, Haohui Lu, Matloob Khushi, Imran Razzak, Mark Dras, Jian Yang, Usman Naseem |
| 2024 | ACL | Here's a Free Lunch: Sanitizing Backdoored Models with Model Merge. | Ansh Arora, Xuanli He, Maximilian Mozes, Srinibas Swain, Mark Dras, Qiongkai Xu |
| 2024 | EMNLP | Seeing the Forest through the Trees: Data Leakage from Partial Transformer Gradients. | Weijun Li, Qiongkai Xu, Mark Dras |
| 2023 | CogSci | How do People Perceive Collaborative Conversational Agents? | James Simpson, Patrick Nalepka, Hamish Stening, Mark Dras, Rachel W. Kallen, Deborah Richards, Michael J. Richardson |
| 2023 | ICDM | Deep Optimal Isolation Forest with Genetic Algorithm for Anomaly Detection. | Haolong Xiang, Xuyun Zhang, Mark Dras, Amin Beheshti, Wanchun Dou, Xiaolong Xu |
| 2023 | IJCAI | OptIForest: Optimal Isolation Forest for Anomaly Detection. | Haolong Xiang, Xuyun Zhang, Hongsheng Hu, Lianyong Qi, Wanchun Dou, Mark Dras, Amin Beheshti, Xiaolong Xu |
| 2023 | IJCNLP | What Learned Representations and Influence Functions Can Tell Us About Adversarial Examples. | Shakila Mahjabin Tonni, Mark Dras |
| 2023 | IUI | Capturing and Predicting User Frustration to Support a Smart Operating System. | Sepideh Goodarzy, Eric Keller, Maziyar Nazari, Eric Rozner, Richard Han, Mark Dras, Young Choon Lee, Deborah Richards |
| 2022 | CSCW | DesertWoZ: A Wizard of Oz Environment to Support the Design of Collaborative Conversational Agents. | James Simpson, Hamish Stening, Patrick Nalepka, Mark Dras, Erik D. Reichle, Simon G. Hosking, Christopher J. Best, Deborah Richards, Michael J. Richardson |
| 2022 | NAACL | Few-shot fine-tuning SOTA summarization models for medical dialogues. | David Fraile Navarro, Mark Dras, Shlomo Berkovsky |
| 2021 | ACL | Mention Flags (MF): Constraining Transformer-based Text Generators. | Yufei Wang, Ian D. Wood, Stephen Wan, Mark Dras, Mark Johnson |
| 2021 | CogSci | The Structure of Team Search Behaviors with Varying Access to Information. | Matthew Prants, James Simpson, Patrick Nalepka, Rachel W. Kallen, Mark Dras, Erik D. Reichle, Simon G. Hosking, Christopher J. Best, Michael J. Richardson |
| 2021 | CSCW | Tip of the Finger or Tip of the Tongue?: The Effects of Verbal Communication on Online Multi-Player Team Performance. | 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 |
| 2019 | PRICAI | Towards Generating Stylized Image Captions via Adversarial Training. | Omid Mohamad Nezami, Mark Dras, Stephen Wan, Ccile Paris, Len Hamey |
| 2018 | ACL | Predicting accuracy on large datasets from smaller pilot data. | Mark Johnson, Peter Anderson, Mark Dras, Mark Steedman |
| 2018 | FM | Processing Text for Privacy: An Information Flow Perspective. | Natasha Fernandes, Mark Dras, Annabelle McIver |
| 2018 | LREC | A Fast and Accurate Vietnamese Word Segmenter. | Dat Quoc Nguyen, Dai Quoc Nguyen, Thanh Vu, Mark Dras, Mark Johnson |
| 2018 | NAACL | VnCoreNLP: A Vietnamese Natural Language Processing Toolkit. | Thanh Vu, Dat Quoc Nguyen, Dai Quoc Nguyen, Mark Dras, Mark Johnson |
| 2017 | ACL | Feature Hashing for Language and Dialect Identification. | Shervin Malmasi, Mark Dras |
| 2017 | ACL | Unsupervised Text Segmentation Based on Native Language Characteristics. | Shervin Malmasi, Mark Dras, Mark Johnson, Lan Du, Magdalena Wolska |
| 2017 | CoNLL | A Novel Neural Network Model for Joint POS Tagging and Graph-based Dependency Parsing. | Dat Quoc Nguyen, Mark Dras, Mark Johnson |
| 2016 | LREC | Modeling Language Change in Historical Corpora: The Case of Portuguese. | Marcos Zampieri, Shervin Malmasi, Mark Dras |
| 2016 | NAACL | Predicting Post Severity in Mental Health Forums. | Shervin Malmasi, Marcos Zampieri, Mark Dras |
| 2015 | NAACL | Large-Scale Native Language Identification with Cross-Corpus Evaluation. | Shervin Malmasi, Mark Dras |
| 2015 | RANLP | Norwegian Native Language Identification. | Shervin Malmasi, Mark Dras, Irina P. Temnikova |
| 2014 | EACL | Chinese Native Language Identification. | Shervin Malmasi, Mark Dras |
| 2014 | EMNLP | Language Transfer Hypotheses with Linear SVM Weights. | Shervin Malmasi, Mark Dras |
| 2012 | COLING | Is Bad Structure Better Than No Structure?: Unsupervised Parsing for Realisation Ranking. | Yasaman Motazedi, Mark Dras, Franois Lareau |
| 2012 | EMNLP | Exploring Adaptor Grammars for Native Language Identification. | Sze-Meng Jojo Wong, Mark Dras, Mark Johnson |
| 2012 | LREC | Irish Treebanking and Parsing: A Preliminary Evaluation. | Teresa Lynn, zlem etinoglu, Jennifer Foster, Elaine U Dhonnchadha, Mark Dras, Josef van Genabith |
| 2011 | ACL | Clause Restructuring For SMT Not Absolutely Helpful. | Susan Howlett, Mark Dras |
| 2011 | EMNLP | Exploiting Parse Structures for Native Language Identification. | Sze-Meng Jojo Wong, Mark Dras |
| 2010 | EACL | Spanning Tree Approaches for Statistical Sentence Generation. | Stephen Wan, Mark Dras, Robert Dale, Ccile Paris |
| 2009 | ACL | Using Hypernymy Acquisition to Tackle (Part of) Textual Entailment. | Elena Akhmatova, Mark Dras |
| 2009 | EACL | Improving Grammaticality in Statistical Sentence Generation: Introducing a Dependency Spanning Tree Algorithm with an Argument Satisfaction Model. | Stephen Wan, Mark Dras, Robert Dale, Ccile Paris |
| 2009 | EAMT | A New Subtree-Transfer Approach to Syntax-Based Reordering for Statistical Machine Translation. | Maxim Khalilov, Jos A. R. Fonollosa, Mark Dras |
| 2008 | COLING | Choosing the Right Translation: A Syntactically Informed Classification Approach. | Simon Zwarts, Mark Dras |
| 2008 | EMNLP | Seed and Grow: Augmenting Statistically Generated Summary Sentences using Schematic Word Patterns. | Stephen Wan, Robert Dale, Mark Dras, Ccile Paris |
| 2007 | ACL | GLEU: Automatic Evaluation of Sentence-Level Fluency. | Andrew Mutton, Mark Dras, Stephen Wan, Robert Dale |
| 2000 | ACL | Multi-Component TAG and Notions of Formal Power. | William Schuler, David Chiang, Mark Dras |
| 1999 | ACL | A Meta-Level Grammar: Redefining Synchronous TAG for Translation and Paraphrase. | Mark Dras |
| 1997 | ACL | Representing Paraphrases Using Synchronous TAGs. | Mark Dras |