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Showing 1 to 2 of 2 for “"Constrained conditional models"”.

  1. Evaluating exact and approximate algorithms for integer linear programming formulations of MAP inference

    … about the domain. This paradigm is called Constrained Conditional Models; and it involves augmenting the learning of conditional models with declarative constraints. The MAP inference problem in CCM framework can be solved by formulating an Integer Linear Programming problem. This ILP …

    uiuc Repository record for Evaluating exact and approximate algorithms for integer linear programming formulations of MAP inference (opens in a new tab)

  2. A medication extraction framework for electronic health records

    … (medNERR) that incorporates hand-built rules and constrained conditional models. We focus on two concept types (i.e., medications and medical conditions) and the pairwise administered-for relation between these two concepts. For medication extraction, we design a rule-based baseline medNERRgreedy …

    mit Repository record for A medication extraction framework for electronic health records (opens in a new tab)