Mohammadmahdi Nouriborji

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 12

Top Topics

Language Processing

Resource Constraints

Project Scheduling

Top Venues

Publications

Niall Taylor, Upamanyu Ghose, Omid Rohanian, Mohammadmahdi Nouriborji, Andrey Kormilitzin, David A. Clifton, Alejo J. Nevado-Holgado
Efficiency at Scale: Investigating the Performance of Diminutive Language Models in Clinical Tasks. CoRR (2024)
Omid Rohanian, Mohammadmahdi Nouriborji, David A. Clifton
Exploring the Effectiveness of Instruction Tuning in Biomedical Language Processing. CoRR (2024)
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
Rapid Biomedical Research Classification: The Pandemic PACT Advanced Categorisation Engine. CoRR (2024)
Omid Rohanian, Hannah Jauncey, Mohammadmahdi Nouriborji, Vinod Kumar, Bronner P. Gonçalves, Christiana Kartsonaki, Isaric Clinical Characterisation Group, Laura Merson, David A. Clifton
Using Bottleneck Adapters to Identify Cancer in Clinical Notes under Low-Resource Constraints. BioNLP@ACL (2023)
Omid Rohanian, Mohammadmahdi Nouriborji, Samaneh Kouchaki, David A. Clifton
On the effectiveness of compact biomedical transformers. Bioinform. 39 (3) (2023)
Mohammadmahdi Nouriborji, Omid Rohanian, Samaneh Kouchaki, David A. Clifton
MiniALBERT: Model Distillation via Parameter-Efficient Recursive Transformers. EACL (2023)
Omid Rohanian, Mohammadmahdi Nouriborji, Hannah Jauncey, Samaneh Kouchaki, Lei A. Clifton, Laura Merson, David A. Clifton
Lightweight Transformers for Clinical Natural Language Processing. CoRR (2023)
Mohammadmahdi Nouriborji, Omid Rohanian, David A. Clifton
Nowruz at SemEval-2022 Task 7: Tackling Cloze Tests with Transformers and Ordinal Regression. CoRR (2022)
Mohammadmahdi Nouriborji, Omid Rohanian, David A. Clifton
Nowruz at SemEval-2022 Task 7: Tackling Cloze Tests with Transformers and Ordinal Regression. SemEval@NAACL (2022)
Omid Rohanian, Hannah Jauncey, Mohammadmahdi Nouriborji, Bronner P. Gonçalves, Christiana Kartsonaki, Laura Merson, David A. Clifton
Using Bottleneck Adapters to Identify Cancer in Clinical Notes under Low-Resource Constraints. CoRR (2022)
Omid Rohanian, Mohammadmahdi Nouriborji, Samaneh Kouchaki, David A. Clifton
On the Effectiveness of Compact Biomedical Transformers. CoRR (2022)
Mohammadmahdi Nouriborji, Omid Rohanian, Samaneh Kouchaki, David A. Clifton
MiniALBERT: Model Distillation via Parameter-Efficient Recursive Transformers. CoRR (2022)