---
title: "Life sciences & medicine — papers"
description: "Life sciences & medicine: 4 papers of the Elamur Research library — our summary of each, its ideas, references and who cites it."
canonical: "https://research.elamur.ai/free/en/shelves/life-sciences/"
---
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# 🧬 Life sciences & medicine

4 papers · newest first · [all shelves](https://md.research.elamur.ai/free/en/shelves/)

Biology, chemistry, medicine and health, and the language processing built for them.

- [Evaluation of Multilingual Text Simplification for the Mental Health Domain: Exploring Small Language Models](https://md.research.elamur.ai/free/en/papers/pelloni-2026-evaluation-multilingual-text-simplification-mental/) — Olga Pelloni, Sandra Just, Lars Bongo · 2026
- [PEI at #SMM4H-HeaRD 2026: Enhancing Patient Metadata Detection via Hypothesis-Conditioned Classification and Paraphrase-Based Data Augmentation](https://md.research.elamur.ai/free/en/papers/zeidi-2026-pei-smm4h-heard-2026-enhancing/) — Farnaz Zeidi, Roman Christof, Farnoush Zeidi, et al. · 2026
- [Trustworthy NLP for Low-Resource Languages: Agent-Based Uncertainty Modeling for Hebrew Radiology Report Structuring](https://md.research.elamur.ai/free/en/papers/aclbulk-2026-atya-trustworthy-nlp-low-resource-languages/) — Hadas Ben Atya, Naama Gavrielov, Zvi Badash, et al. · 2026
- [Introduction to the Bio-entity Recognition Task at JNLPBA](https://md.research.elamur.ai/free/en/papers/collier-2004-introduction-bio-entity-recognition-task/) — Nigel Collier, Tomoko Ohta, Yoshimasa Tsuruoka, et al. · 2004
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