Nowruz at SemEval-2022 Task 7: Tackling Cloze Tests with Transformers and Ordinal Regression. - Mohammadmahdi Nouriborji; Omid Rohanian; David A. Clifton (SemEval@NAACL, 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)

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 (BioNLP@ACL, 2023)

MiniALBERT: Model Distillation via Parameter-Efficient Recursive Transformers. - Mohammadmahdi Nouriborji; Omid Rohanian; Samaneh Kouchaki; David A. Clifton (EACL, 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)

On the effectiveness of compact biomedical transformers. - Omid Rohanian; Mohammadmahdi Nouriborji; Samaneh Kouchaki; David A. Clifton (Bioinform., 2023)

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)

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; David A. Clifton (CoRR, 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; et al. (CoRR, 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)

Efficient Interleaved Speech Modeling through Knowledge Distillation. - Mohammadmahdi Nouriborji; Morteza Rohanian (CoRR, 2025)