Efficiency at Scale: Investigating the Performance of Diminutive Language Models in Clinical Tasks

16 February 2024

Papers citing "Efficiency at Scale: Investigating the Performance of Diminutive Language Models in Clinical Tasks"

6 / 6 papers shown

Title
Rapid Biomedical Research Classification: The Pandemic PACT Advanced Categorisation Engine Omid Rohanian Mohammadmahdi Nouriborji Olena Seminog Rodrigo Furst Thomas Mendy ... Georgina Humphreys E. Antonio Adrian Bucher Alice Norton David A. Clifton 60 1 0 14 Jul 2024
Large Language Models Perform on Par with Experts Identifying Mental Health Factors in Adolescent Online Forums Isablle Lorge Dam W. Joyce Andrey Kormilitzin AI4MH 43 0 0 25 Apr 2024
Exploring the Effectiveness of Instruction Tuning in Biomedical Language Processing Omid Rohanian Mohammadmahdi Nouriborji David A. Clifton LM&MA 61 0 0 31 Dec 2023
Efficient Few-Shot Learning Without Prompts Lewis Tunstall Nils Reimers Unso Eun Seo Jo Luke Bates Daniel Korat Moshe Wasserblat Oren Pereg VLM 36 182 0 22 Sep 2022
On the Effectiveness of Compact Biomedical Transformers Omid Rohanian Mohammadmahdi Nouriborji Samaneh Kouchaki David A. Clifton MedIm 26 31 0 07 Sep 2022
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 280 3,858 0 18 Apr 2021