Omid Rohanian

According to our database, Omid Rohanian authored at least 28 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Continuous patient state attention model for addressing irregularity in electronic health records.

Vinod Kumar Chauhan, Anshul Thakur, Odhran O'Donoghue, Omid Rohanian, Soheila Molaei, David A. Clifton

BMC Medical Informatics Decis. Mak., December, 2024

Lightweight transformers for clinical natural language processing.

Omid Rohanian, Mohammadmahdi Nouriborji, Hannah Jauncey, Samaneh Kouchaki, Farhad Nooralahzadeh, Lei A. Clifton, Laura Merson, David A. Clifton

Nat. Lang. Eng., 2024

Rapid Biomedical Research Classification: The Pandemic PACT Advanced Categorisation Engine.

Omid Rohanian, Mohammadmahdi Nouriborji, Olena Seminog, Rodrigo Furst, Thomas Mendy, Shanthi Levanita, Zaharat Kadri-Alabi, Nusrat Jabin, Daniela Toale, Georgina S. Humphreys, Emilia Antonio, Adrian Bucher, Alice Norton, David A. Clifton

CoRR, 2024

Large Language Models in Healthcare: A Comprehensive Benchmark.

Andrew Liu, Hongjian Zhou, Yining Hua, Omid Rohanian, Lei A. Clifton, David A. Clifton

CoRR, 2024

Exploring the Effectiveness of Instruction Tuning in Biomedical Language Processing.

Omid Rohanian, Mohammadmahdi Nouriborji, David A. Clifton

CoRR, 2024

Efficiency at scale: Investigating the performance of diminutive language models in clinical tasks.

Niall Taylor, Upamanyu Ghose, Omid Rohanian, Mohammadmahdi Nouriborji, Andrey Kormilitzin, David A. Clifton, Alejo J. Nevado-Holgado

Artif. Intell. Medicine, 2024

Exploring the effectiveness of instruction tuning in biomedical language processing.

Omid Rohanian, Mohammadmahdi Nouriborji, Samaneh Kouchaki, Farhad Nooralahzadeh, Lei A. Clifton, David A. Clifton

Artif. Intell. Medicine, 2024

Large Language Models Are Poor Clinical Decision-Makers: A Comprehensive Benchmark.

Fenglin Liu, Zheng Li, Hongjian Zhou, Qingyu Yin, Jingfeng Yang, Xianfeng Tang, Chen Luo, Ming Zeng, Haoming Jiang, Yifan Gao, Priyanka Nigam, Sreyashi Nag, Bing Yin, Yining Hua, Xuan Zhou, Omid Rohanian, Anshul Thakur, Lei A. Clifton, David A. Clifton

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

2023

Privacy-Aware Early Detection of COVID-19 Through Adversarial Training.

Omid Rohanian, Samaneh Kouchaki, Andrew A. S. Soltan, Jenny Yang, Morteza Rohanian, Yang Yang, David A. Clifton

IEEE J. Biomed. Health Informatics, March, 2023

On the effectiveness of compact biomedical transformers.

Omid Rohanian, Mohammadmahdi Nouriborji, Samaneh Kouchaki, David A. Clifton

Bioinform., March, 2023

Lightweight Transformers for Clinical Natural Language Processing.

Omid Rohanian, Mohammadmahdi Nouriborji, Hannah Jauncey, Samaneh Kouchaki, Lei A. Clifton, Laura Merson, David A. Clifton

CoRR, 2023

Disfluent Cues for Enhanced Speech Understanding in Large Language Models.

Morteza Rohanian, Farhad Nooralahzadeh, Omid Rohanian, David A. Clifton, Michael Krauthammer

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

MiniALBERT: Model Distillation via Parameter-Efficient Recursive Transformers.

Mohammadmahdi Nouriborji, Omid Rohanian, Samaneh Kouchaki, David A. Clifton

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

Using Bottleneck Adapters to Identify Cancer in Clinical Notes under Low-Resource Constraints.

Omid Rohanian, Hannah Jauncey, Mohammadmahdi Nouriborji, Vinod Kumar, Bronner P. Gonçalves, Christiana Kartsonaki, Isaric Clinical Characterisation Group, Laura Merson, David A. Clifton

Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks, 2023

2022

Using Bottleneck Adapters to Identify Cancer in Clinical Notes under Low-Resource Constraints.

Omid Rohanian, Hannah Jauncey, Mohammadmahdi Nouriborji, Bronner P. Gonçalves, Christiana Kartsonaki, Laura Merson, David A. Clifton

CoRR, 2022

Nowruz at SemEval-2022 Task 7: Tackling Cloze Tests with Transformers and Ordinal Regression.

Mohammadmahdi Nouriborji, Omid Rohanian, David A. Clifton

Proceedings of the 16th International Workshop on Semantic Evaluation, SemEval@NAACL 2022, 2022

2020

Contributions to the computational treatment of non-literal language.

Omid Rohanian

PhD thesis, 2020

Verbal Multiword Expressions for Identification of Metaphor.

Omid Rohanian, Marek Rei, Shiva Taslimipoor, Le An Ha

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

GCN-Sem at SemEval-2019 Task 1: Semantic Parsing using Graph Convolutional and Recurrent Neural Networks.

Shiva Taslimipoor, Omid Rohanian, Sara Moze

Proceedings of the 13th International Workshop on Semantic Evaluation, 2019

Bridging the Gap: Attending to Discontinuity in Identification of Multiword Expressions.

Omid Rohanian, Shiva Taslimipoor, Samaneh Kouchaki, Le An Ha, Ruslan Mitkov

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Cross-lingual Transfer Learning and Multitask Learning for Capturing Multiword Expressions.

Shiva Taslimipoor, Omid Rohanian, Le An Ha

Proceedings of the Joint Workshop on Multiword Expressions and WordNet, 2019

2018

SHOMA at Parseme Shared Task on Automatic Identification of VMWEs: Neural Multiword Expression Tagging with High Generalisation.

Shiva Taslimipoor, Omid Rohanian

CoRR, 2018

Wolves at SemEval-2018 Task 10: Semantic Discrimination based on Knowledge and Association.

Shiva Taslimipoor, Omid Rohanian, Le An Ha, Gloria Corpas Pastor, Ruslan Mitkov

Proceedings of The 12th International Workshop on Semantic Evaluation, 2018

WLV at SemEval-2018 Task 3: Dissecting Tweets in Search of Irony.

Omid Rohanian, Shiva Taslimipoor, Richard Evans, Ruslan Mitkov

Proceedings of The 12th International Workshop on Semantic Evaluation, 2018

2017

Using Gaze Data to Predict Multiword Expressions.

Omid Rohanian, Shiva Taslimipoor, Victoria Yaneva, Le An Ha

Proceedings of the International Conference Recent Advances in Natural Language Processing, 2017

Investigating the Opacity of Verb-Noun Multiword Expression Usages in Context.

Shiva Taslimipoor, Omid Rohanian, Ruslan Mitkov, Afsaneh Fazly

Proceedings of the 13th Workshop on Multiword Expressions, 2017

Cognitive Processing of Multiword Expressions in Native and Non-native Speakers of English: Evidence from Gaze Data.

Victoria Yaneva, Shiva Taslimipoor, Omid Rohanian, Le An Ha

Proceedings of the Computational and Corpus-Based Phraseology, 2017

Combining Multiple Corpora for Readability Assessment for People with Cognitive Disabilities.

Victoria Yaneva, Constantin Orasan, Richard Evans, Omid Rohanian

Proceedings of the 12th Workshop on Innovative Use of NLP for Building Educational Applications, 2017