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

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NIAID Data Ecosystem2026-03-13 收录
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https://zenodo.org/record/5709907
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We release 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. This version contains the pre-trained models for text mining tasks such as named entity recognition or relation extraction, and text generation task. Explanation of each file: (lt32: latent_size = 32, beta05: beta=0.5) pm-full-lt32-beta00 pm-full-lt32-beta05 pm-full-lt768-beta00 pm-full-lt768-beta05 pm-full-generation
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2021-12-03
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