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New medical text corpus PlainMedScale assesses language simplification

Researchers have developed PlainMedScale, a new corpus of medical texts designed to assess language simplification. This corpus includes texts in both German and English, categorized into four distinct levels of comprehensibility, moving beyond a simple expert-layperson distinction. Initial studies using PlainMedScale indicate that existing readability metrics struggle to accurately assess language across these varied levels, and even advanced language models prompted for plain language still retain some of the original text's complexity. AI

IMPACT This corpus could improve the evaluation of LLMs' ability to simplify complex medical information for broader public understanding.

RANK_REASON The cluster describes a new academic paper introducing a novel dataset for research purposes. [lever_c_demoted from research: ic=1 ai=1.0]

Read on arXiv cs.CL →

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New medical text corpus PlainMedScale assesses language simplification

COVERAGE [1]

  1. arXiv cs.CL TIER_1 English(EN) · Bruno Brocai, Ilaria Papagno, Mayumi Ohta ·

    PlainMedScale: A Corpus of Multi-Level Simplified Medical Texts in German and English

    arXiv:2608.01158v1 Announce Type: new Abstract: We introduce PlainMedScale, a topic-aligned medical corpus spanning four levels of comprehensibility in German and English, drawn from MSD (professional and consumer), Gesund.Bund, Apotheken Umschau Einfache Sprache, and the NHS. Th…