• BioVAE: a pre-trained latent variable language model for biomedical text mining

    14 days ago - By Oxford Journals

    AbstractSummaryLarge scale pre-trained language models have advanced state-of-the-art performance on various biomedical text mining tasks. The power of such PLMs can be combined with the advantages of deep generative models. These are examples of these combinations. However, they are trained only on general domain text, and biomedical models are still missing. In this work, we describe BioVAE, the first large scale pre-trained latent variable language model for the biomedical domain, which uses the OPTIMUS framework to train on large volumes of biomedical text. The model shows SOTA...
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