GPT-3 Models are Poor Few-Shot Learners in the Biomedical Domain

GPT-3 Models are Poor Few-Shot Learners in the Biomedical Domain

6 September 2021

Matthias Samwald

Papers citing "GPT-3 Models are Poor Few-Shot Learners in the Biomedical Domain"

11 / 11 papers shown

Title
Designing with Language: Wireframing UI Design Intent with Generative Large Language Models Sidong Feng Mingyue Yuan Jieshan Chen Zhenchang Xing Chunyang Chen AI4CE 3DV 19 7 0 12 Dec 2023
Good Data, Large Data, or No Data? Comparing Three Approaches in Developing Research Aspect Classifiers for Biomedical Papers S. Chandrasekhar Huang Chieh-Yang Ting-Hao 'Kenneth' Huang 32 2 0 07 Jun 2023
SikuGPT: A Generative Pre-trained Model for Intelligent Information Processing of Ancient Texts from the Perspective of Digital Humanities Chang Liu Dongbo Wang Zhixiao Zhao Die Hu Mengcheng Wu ... Si Shen Bin Li Jiangfeng Liu Hai Zhang Lianzheng Zhao 21 9 0 16 Apr 2023
The Shaky Foundations of Clinical Foundation Models: A Survey of Large Language Models and Foundation Models for EMRs Michael Wornow Yizhe Xu Rahul Thapa Birju S. Patel E. Steinberg Scott L. Fleming M. Pfeffer Jason Alan Fries N. Shah LM&MA 28 32 0 22 Mar 2023
Can large language models build causal graphs? Stephanie Long Tibor Schuster Alexandre Piché ELM 14 60 0 07 Mar 2023
Multi-label Few-shot ICD Coding as Autoregressive Generation with Prompt Zhichao Yang Sunjae Kwon Zonghai Yao Hongfeng Yu 26 17 0 24 Nov 2022
BioGPT: Generative Pre-trained Transformer for Biomedical Text Generation and Mining Renqian Luo Liai Sun Yingce Xia Tao Qin Sheng Zhang Hoifung Poon Tie-Yan Liu MedIm AI4CE LM&MA 62 790 0 19 Oct 2022
Can large language models reason about medical questions? Valentin Liévin C. Hother Andreas Geert Motzfeldt Ole Winther ELM LM&MA AI4MH LRM 29 300 0 17 Jul 2022
Clinical Prompt Learning with Frozen Language Models Niall Taylor Yi Zhang Dan W Joyce A. Nevado-Holgado Andrey Kormilitzin VLM LM&MA 16 31 0 11 May 2022
Clinical XLNet: Modeling Sequential Clinical Notes and Predicting Prolonged Mechanical Ventilation Kexin Huang Abhishek Singh Sitong Chen E. Moseley Chih-ying Deng Naomi George C. Lindvall 61 57 0 27 Dec 2019
PubMedQA: A Dataset for Biomedical Research Question Answering Qiao Jin Bhuwan Dhingra Zhengping Liu William W. Cohen Xinghua Lu 243 825 0 13 Sep 2019