Elif Kara's scientific contributions

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Publication (1)

A Domain-adapted Dependency Parser for German Clinical Text
Conference Paper
Full-text available
  • Sep 2018
In this work, we present a syntactic parser specialized for German clinical data. Our model, trained on a small gold standard nephrological dataset, outperforms the default German model of Stanford CoreNLP in parsing nephrology documents in respect to LAS (74.64 vs. 42.15). Moreover, retraining the default model via domain-adaptation to nephrology...
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Citations

... The authors published the tool, as they were not allowed to publish the underlying FRAMED corpus [21] itself. In addition to that, two NegEx [22] versions for German exist [23] [24], as well as a dependency tree parser [25], an abbreviation expansion [26] and a tool to pseudonomize protected health information (PHI) in German clinical text [27]. ...
Reference: A Medical Information Extraction Workbench to Process German Clinical Text
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