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Annotation of Clinical Narratives in Bulgarian language

机译:保加利亚语临床叙事注释

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摘要

In this paper we describe annotation process of clinical texts with morphosyntac-tic and semantic information. The corpus contains 1,300 discharge letters in Bulgarian language for patients with Endocrinology and Metabolic disorders. The annotated corpus will be used as a Gold standard for information extraction evaluation of test corpus of 6,200 discharge letters. The annotation is performed within Clark system - an XML Based System for Corpora Development. It provides mechanism for semi-automatic annotation. First a pipeline for Bulgarian morphosyntactic annotation and a cascaded regular grammar for semantic annotation are run, then rules for cleaning of frequent errors are applied. At the end the obtained result is manually checked. Our goal is to adapt the morphosyntactic tagger to the domain of clinical narratives as well.
机译:在本文中,我们用句法和语义信息描述了临床文本的注释过程。该语料库包含1300封保加利亚语内分泌和代谢异常患者的出院信。带注释的语料库将用作黄金标准,用于评估6200个出院信的测试语料库的信息提取评估。注释是在Clark系统中执行的,该系统是用于Corpora开发的基于XML的系统。它提供了半自动注释的机制。首先运行保加利亚语句法注释的流水线和语义注释的级联规则语法,然后应用清除常见错误的规则。最后,手动检查获得的结果。我们的目标是使词句句法标注器也适应临床叙事领域。

著录项

  • 来源
    《Biomedical NLP workshop 2017》|2017年|81-87|共7页
  • 会议地点 Varna(BG)
  • 作者单位

    Institute of Information and Communication Technologies, Bulgarian Academy of Sciences;

    Institute of Information and Communication Technologies, Bulgarian Academy of Sciences;

    Institute of Information and Communication Technologies, Bulgarian Academy of Sciences;

    Institute of Information and Communication Technologies, Bulgarian Academy of Sciences;

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  • 原文格式 PDF
  • 正文语种 eng
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