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Entailment-based Exploratory search and summarization system for the medical domain

Entailment-based Exploratory search and summarization system for the medical domain. MOST Project Kickoff BGU & BIU June 2012. Exploratory Search. Medical Domain. Textual Entailment (TE). A directional relation between two text fragments: Text (t) and Hypothesis (h):.

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Entailment-based Exploratory search and summarization system for the medical domain

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  1. Entailment-based Exploratory search and summarization system for the medical domain MOST Project Kickoff BGU & BIUJune 2012

  2. Exploratory Search

  3. Medical Domain

  4. Textual Entailment(TE) • A directional relation between two text fragments: Text (t) and Hypothesis (h): Some drugs treat pain Advil relieves headache • Predicate entailment X relieve Y X treat Y

  5. Statement-based Exploration • System understands statements, not just concepts. E.g. distinguish between: • Medicines that cause headache • Medicines that treat headache • Users explore data with guidance from entailment-based facets.

  6. Exploration System

  7. Exploration System

  8. Customized Automatic Summarization

  9. Thank You

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