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    Browsing by Subject "Natural Language Processing"

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        Clinical Prompt Learning with Frozen Language Models 

        Joyce, Dan W (2022-05)
        Prompt learning is a new paradigm in the Natural Language Processing (NLP) field which has shown impressive performance on a number of natural language tasks with common benchmarking text datasets in full, few-shot, and ...
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        Information Extraction from Swedish Medical Prescriptions with Sig-Transformer Encoder 

        External author(s) only (2020-10)
        Relying on large pretrained language models such as Bidirectional Encoder Representations from Transformers (BERT) for encoding and adding a simple prediction layer has led to impressive performance in many clinical natural ...
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        Med7: a transferable clinical natural language processing model for electronic health records 

        External author(s) only (2020-04)
        The field of clinical natural language processing has been advanced significantly since the introduction of deep learning models. The self-supervised representation learning and the transfer learning paradigm became the ...
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        Natural language processing for structuring clinical text data on depression using UK-CRIS 

        De Crescenzo, Franco; Harvey, Jade; Cipriani, Andrea (2020-02)
        Background Utilisation of routinely collected electronic health records from secondary care offers unprecedented possibilities for medical science research but can also present difficulties. One key issue is that medical ...

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