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IXAmed-semeval2014-f Inal.pdf

IXAmed-semeval2014-final.pdf
Preview of IXAmed-semeval2014-f inal.pdf
🔗 Source: ixa.si.ehu.es
📊 Size: 109 KB
📄 Pages: 5 pages
⬇️ Downloads: 90

Summary

IxaMed team participated in SemEval-2014 Shared Task 7 on Analyzing Clinical Texts, developing three systems: exact match, a general-purpose morphosyntactic analyzer enriched with SNOMED CT terminology, and a perceptron sequential tagger. The systems resulted in similar f-scores, with varying precision and recall. Combining the systems improved performance. The team used Freeling, an open-source language processing library, and adapted it to the medical domain, enriching its dictionaries with medical abbreviations and SNOMED CT. The system distinguishes between morphology and syntax, and semantics, and uses regular expressions to recognize medical terms. The team also used a perceptron sequential tagger based on a Global Linear Model, and combined the systems to improve results.

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IxaMed team participated in SemEval-2014 Shared Task 7 on Analyzing Clinical Texts, developing three systems: exact match, a general-purpose morphosyntactic...

Technical Information

  • File Format: PDF
  • File Size: 109 KB
  • Pages: 5
  • Language: EN
  • Total Downloads: 90
  • Last Updated: 7 days ago

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