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  1. No Access

    Article

    Validation of a Natural Language Machine Learning Model for Safety Literature Surveillance

    As part of routine safety surveillance, thousands of articles of potential interest are manually triaged for review by safety surveillance teams. This manual triage task is an interesting candidate for automat...

    Jiyoon Park, Malek Djelassi, Daniel Chima, Robert Hernandez… in Drug Safety (2024)

  2. Article

    Open Access

    A framework for information extraction from tables in biomedical literature

    The scientific literature is growing exponentially, and professionals are no more able to cope with the current amount of publications. Text mining provided in the past methods to retrieve and extract informat...

    Nikola Milosevic, Cassie Gregson… in International Journal on Document Analysis… (2019)

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  3. No Access

    Chapter and Conference Paper

    Disentangling the Structure of Tables in Scientific Literature

    Within the scientific literature, tables are commonly used to present factual and statistical information in a compact way, which is easy to digest by readers. The ability to “understand” the structure of tabl...

    Nikola Milosevic, Cassie Gregson… in Natural Language Processing and Informatio… (2016)