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medical text simplification

6 papers

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Co-occurring keywords · papers mentioning both

multi-agent system (2) large language model (2) iterative refinement (2) medical text (2) text generation (2) jargon detection (1) patient-facing text (1) prescription direction (1) patient-friendly language (1) cochrane abstract (1)

Papers

A Multi-Agent Framework with Diagnostic Feedback for Iterative Plain Language Summary Generation from Cochrane Medical Abstracts EMNLP 2025 Medical Text Simplification From Jargon Detection to Jargon-Aware Prompting EMNLP 2025 MultiMSD: A Corpus for Multilingual Medical Text Simplification from Online Medical References ACL 2025 Society of Medical Simplifiers EMNLP 2024 Medical Text Simplification: Optimizing for Readability with Unlikelihood Training and Reranked Beam Search Decoding EMNLP 2023 PharmMT: A Neural Machine Translation Approach to Simplify Prescription Directions EMNLP 2020