PlainMedScale: A Corpus of Multi-Level Simplified Medical Texts in German and English
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Abstract (arXiv)
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. The four tiers correspond to distinct communicative functions --- reference, explanation, decision support, and access --- and move beyond the binary expert--lay contrast of prior corpora. In two pilot studies enabled by the alignments, we show that many readability metrics established on two registers fail to generalize across the full gradient, and that a SOTA open-weight LLM prompted for Plain Language still partially preserves the difficulty of its input. Code (https://github.com/GS-Uni-Heidelberg/PlainMedScale) and data (https://doi.org/10.5281/zenodo.21728290) are made available.
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References · 6
- 2021Paragraph-level Simplification of Medical Textscited by 53
- 2021Keep it Simple: Unsupervised Simplification of Multi-Paragraph Textcited by 45
- 2019A Corpus for Automatic Readability Assessment and Text Simplification of Germancited by 18
- 2023Med-EASi: Finely Annotated Dataset and Models for Controllable Simplification of Medical Textscited by 16
- 2023DEPLAIN: A German Parallel Corpus with Intralingual Translations into Plain Language for Sentence and Document Simplificationcited by 14
- 2022A New Aligned Simple German Corpuscited by 10
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