Thinking about GPT-3 In-Context Learning for Biomedical IE? Think Again

1 code implementation • 16 Mar 2022 • Bernal Jiménez Gutiérrez, Nikolas McNeal, Clay Washington, You Chen, Lang Li, Huan Sun, Yu Su

In this paper, we present the first systematic and comprehensive study to compare the few-shot performance of GPT-3 in-context learning with fine-tuning smaller (i. e., BERT-sized) PLMs on two highly representative biomedical information extraction tasks, named entity recognition and relation extraction.

In-Context Learning Model Selection +5