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BioGPT: Question and Answer - PubMed
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BioGPT: Question and Answer - PubMed is a language model fine-tuned on the expert annotated PubMedQA dataset which is a biomedical question-answering dataset, to answer yes/no/maybe questions for biomedical tasks. BioGPT outperforms larger, more general language models in biomedical language benchmarks.
Example use case: Answering academic questions. See examples below.
Technology: GPT-2 Backbone
Metrics: 78.2% Accuracy
Note: For better results, queries are separated into a question and a context for the question. See examples below.
Citation:
Renqian Luo, Liai Sun, Yingce Xia, Tao Qin, Sheng Zhang, Hoifung Poon, Tie-Yan Liu, BioGPT: generative pre-trained transformer for biomedical text generation and mining, Briefings in Bioinformatics, Volume 23, Issue 6, November 2022, bbac409, https://doi.org/10.1093/bib/bbac409
Released:
Feb-23-2023
Feb-23-2023