Refereed Journal Publications and Book Chapters

  1. Rohanian, O., Nouriborji, M., Kouchaki, S., Jauncey, H., Kouchaki, S., ISARIC Clinical Characterisation Group, Clifton, L., Merson, L., Clifton, D. A. Lightweight Transformers for Clinical Natural Language Processing. (2023 - Under Review) (download preprint).
  2. Rohanian, O., Nouriborji, M., Kouchaki, S., Clifton, D. A. On the Effectiveness of Compact Biomedical Transformers. (2022 - Under Review) (download preprint - Accepted for publication at Oxford Bioinformatics Journal).
  3. Rohanian, O., Kouchaki, S., Soltan, Andrew. A. S., Yang, J., Rohanian, M., Yang, Y., Clifton, D. A. Privacy-aware Early Detection of COVID-19 through Adversarial Training. (2022 -Accepted for publication at Journal of Biomedical and Health Informatics (JBHI)) (download).
  4. Soltan, Andrew. A. S., Yang, J., Pattanshetty, R., Novak, A., Yang, Y., Rohanian, O., Beer, S., Soltan, M. A., Thickett, D. R., Fairhead, R., CURIAL Translational Collaborative, Zhu, T., Eyre, D. W., Clifton, D. A. Real-world evaluation of AI-driven COVID-19 triage for emergency admissions: External validation \& operational assessment of lab-free and high-throughput screening solutions. (2022 - Lancet Digital Health) (download).
  5. Yaneva, V., Taslimipoor, S., Rohanian, O., and Ha, L. A. (2017), Cognitive Processing of Multiword Expressions in Native and Non-native Speakers of English: Evidence from Gaze Data. In Mitkov, R. (Ed.) Computational and Corpus-based Phraseology. Springer: Heidelberg, New York, London
  6. Taslimipoor, S., Rohanian, O., Mitkov, R., and Fazly, A. (2018). Identification of multiword expressions: A fresh look at modelling and evaluation. In Multiword expressions at length and in depth: Extended papers from the MWE 2017 workshop (Vol. 2, p. 299). Language Science Press.

Conference Publications

  1. Nouriborji, M., Rohanian, O., Kouchaki, S., Clifton, D. A. (2022) MiniALBERT: Model Distillation via Parameter-Efficient Recursive Transformers. (2022 - Accepted at EACL 2023) (download preprint).
  2. Rohanian, O., Jauncey, H., Nouriborji, M., Gonçalves, B. P., Kartsonaki, C., ISARIC Clinical Characterisation Group, Merson, L., Clifton, D. A. (2022) Using Bottleneck Adapters to Identify Cancer in Clinical Notes under Low-Resource Constraints. (2022 - Under Review) (download preprint).
  3. Nouriborji, M., Rohanian, O., Clifton, D. A. (2022) Nowruz at SemEval-2022 Task 7: Tackling Cloze Tests with Transformers and Ordinal Regression. To appear at (SemEval 2022). (download preprint).
  4. Rohanian, O., Rei, M., Taslimipoor, S., Ha L. A. (2020) Verbal Multiword Expressions for Identification of Metaphor. In Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics (ACL 2020). (download)
  5. Taslimipoor, S., Rohanian, O., Moze, S. (2019) GCN-Sem at SemEval-2019 Task 1: Semantic Parsing using Graph Convolutional and Recurrent Neural Networks. In Proceedings of The 13th International Workshop on Semantic Evaluation (SemEval 2019). (download)
  6. Taslimipoor, S., Rohanian, O., Ha, L.A (2019) Cross-lingual Transfer Learning and Multitask Learning for Capturing Multiword Expressions. In Proceedings of the Joint Workshop on Multiword Expressions and WordNet (MWE-WN 2019). (download)
  7. Rohanian, O., Taslimipoor, S., Kouchaki, S., Ha L. A., Mitkov, R. (2019), Bridging the Gap: Attending to Discontinuity in Identification of Multiword Expressions. In Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers). (download).
  8. Rohanian, O., Taslimipoor, S., Evans, R., & Mitkov, R. (2018, June). WLV at SemEval-2018 Task 3: Dissecting Tweets in Search of Irony. In Proceedings of The 12th International Workshop on Semantic Evaluation (pp. 553-559). (download)
  9. Taslimipoor, S., and Rohanian, O.. (2018) SHOMA at Parseme Shared Task on Automatic Identification of VMWEs: Neural Multiword Expression Tagging with High Generalisation. In arXiv preprint arXiv:1809.03056.
    10. (download)
  10. Taslimipoor, S., Rohanian, O., Pastor, G. C., & Mitkov, R. (2018, June). Wolves at SemEval-2018 Task 10: Semantic Discrimination based on Knowledge and Association. In Proceedings of The 12th International Workshop on Semantic Evaluation (pp. 972-976). (download)
  11. Taslimipoor, S., Rohanian, O., Mitkov, R., Fazly, A. (2017), Investigating the opacity of verb-noun multiword expression usages in context, Proceedings of the 13th Workshop on Multiword Expressions, MWE@EACL 2017, p. 133-138 (download).
  12. Rohanian, O., Taslimipoor, S., Yaneva, V. and L. A. Ha. (2017), Using Gaze Data to Predict Multiword Expressions. In Proceedings of the 11thConference on Advances in Natural Language Processing (RANLP 2017), Varna, Bulgaria. (download) [Best Paper Award]
  13. Yaneva, V., Orasan, C., Evans, R. and Rohanian, O.. (2017), Combining Multiple Corpora for Readability Assessment for People with Cognitive Disabilities. Proceedings of the 12th Workshop on Innovative Use of NLP for Building Educational Applications (BEA) held in conjunction with EMNLP, Copenhagen, Denmark, 8 September 2017, pp. 121 - 132 (download)

PhD Thesis

Omid Rohanian, Contributions to the Computational Treatment of Non-literal Language, 2020 (download).

MSc Thesis

Omid Rohanian, Natural Language Generation from Visual Input, 2016 (Info in Persian).