---
title: "Workshop on Patient-Oriented Language Processing @ LREC"
description: "Workshop on Patient-Oriented Language Processing @ LREC: 24 works in the Elamur Research library (2026), 1 citations; its topics, authors…"
canonical: "https://research.elamur.ai/free/en/venues/cl4health/"
---
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# Workshop on Patient-Oriented Language Processing @ LREC

Workshop series Published by [European Language Resources Association (ELRA)](https://md.research.elamur.ai/free/en/publishers/european-language-resources-association-elra/)

- [ACL Anthology](https://aclanthology.org/venues/cl4health/)
- [OpenAlex](https://openalex.org/S7407088301)

[**24** works in our library](https://md.research.elamur.ai/free/en/venues/cl4health/#works) · [**1** citations of these works](https://md.research.elamur.ai/free/en/venues/cl4health/#works) · [**1** citations in our library](https://md.research.elamur.ai/free/en/venues/cl4health/#works) · [**2026** years of the works here](#years)

## Editions

Each year with works in our library has its page: the place and dates where known, its works, topics, authors and institutions.

### 2020s

[**2026** 24 papers](https://md.research.elamur.ai/free/en/venues/cl4health/2026/)

## Top topics

Topics of its works in our library, with the number of works on each.

[Question answering (8)](https://md.research.elamur.ai/free/en/topics/question-answering/) · [Language models & pretraining (4)](https://md.research.elamur.ai/free/en/topics/language-models/) · [Summarization (3)](https://md.research.elamur.ai/free/en/topics/summarization/) · [Dialogue systems (2)](https://md.research.elamur.ai/free/en/topics/dialogue-systems/) · [Reasoning (2)](https://md.research.elamur.ai/free/en/topics/reasoning/) · [Information retrieval & search (2)](https://md.research.elamur.ai/free/en/topics/information-retrieval/) · [Information extraction (1)](https://md.research.elamur.ai/free/en/topics/information-extraction/) · [Multilingual & cross-lingual NLP (1)](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/) · [Evaluation & benchmarks (1)](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) · [Vision & language (1)](https://md.research.elamur.ai/free/en/topics/multimodal/)

## Fields

[Computer Science (22)](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Arts and Humanities (19)](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Biochemistry, Genetics and Molecular Biology (12)](https://md.research.elamur.ai/free/en/shelves/biochemistry-genetics-and-molecular-biology/) · [Medicine (11)](https://md.research.elamur.ai/free/en/shelves/medicine/) · [Health Professions (3)](https://md.research.elamur.ai/free/en/shelves/health-professions/) · [Decision Sciences (1)](https://md.research.elamur.ai/free/en/shelves/decision-sciences/)

## Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

[🧑‍🔬**Florian Matthes**2 works here](https://md.research.elamur.ai/free/en/authors/florian-matthes/) · [🧑‍🔬**Mohammad AL-Smadi**1 work here · 1 citation](https://md.research.elamur.ai/free/en/authors/mohammad-al-smadi/) · [🧑‍🔬**Alicia Pérez**1 work here](https://md.research.elamur.ai/free/en/authors/alicia-perez/) · [🧑‍🔬**Dipti Misra Sharma**1 work here](https://md.research.elamur.ai/free/en/authors/dipti-misra-sharma/) · [🧑‍🔬**Efstathia Soufleri**1 work here](https://md.research.elamur.ai/free/en/authors/efstathia-soufleri/) · [🧑‍🔬**Evelin Amorim**1 work here](https://md.research.elamur.ai/free/en/authors/evelin-amorim/) · [🧑‍🔬**Gaël Dias**1 work here](https://md.research.elamur.ai/free/en/authors/gael-dias/) · [🧑‍🔬**Jyoti Kumari**1 work here](https://md.research.elamur.ai/free/en/authors/jyoti-kumari/) · [🧑‍🔬**Maaike de Boer**1 work here](https://md.research.elamur.ai/free/en/authors/maaike-de-boer/) · [🧑‍🔬**Md Shad Akhtar**1 work here](https://md.research.elamur.ai/free/en/authors/md-shad-akhtar/) · [🧑‍🔬**Nicolay Rusnachenko**1 work here](https://md.research.elamur.ai/free/en/authors/nicolay-rusnachenko/) · [🧑‍🔬**Parameswari Krishnamurthy**1 work here](https://md.research.elamur.ai/free/en/authors/parameswari-krishnamurthy/)

## Top institutions

Institutions on the bylines of its works here, by the number of works.

[🎓**Technical University of Munich** Munich · Germany 2 works here](https://md.research.elamur.ai/free/en/universities/technical-university-of-munich/) · [🎓**The University of Texas Health Science Center at Houston** Houston · United States 2 works here](https://md.research.elamur.ai/free/en/universities/the-university-of-texas-health-science-center-at-houston/) · [🎓**National Institute of Technology Warangal** Warangal · India 1 work here](https://md.research.elamur.ai/free/en/universities/national-institute-of-technology-warangal/) · [🎓**Leiden University** Leiden · Netherlands 1 work here](https://md.research.elamur.ai/free/en/universities/leiden-university/) · [🎓**Vietnam National University Ho Chi Minh City** Ho Chi Minh City · Vietnam 1 work here](https://md.research.elamur.ai/free/en/universities/vietnam-national-university-ho-chi-minh-city/) · [🔬**Centre National de la Recherche Scientifique** Paris · France 1 work here](https://md.research.elamur.ai/free/en/labs/centre-national-de-la-recherche-scientifique/) · [🏢**Adobe Systems** San Jose · United States 1 work here](https://md.research.elamur.ai/free/en/companies/adobe-systems/) · [🏥**The University of Texas MD Anderson Cancer Center** Houston · United States 1 work here](https://md.research.elamur.ai/free/en/hospitals/the-university-of-texas-md-anderson-cancer-center/) · [🎓**University of Wisconsin–Madison** Madison · United States 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-wisconsin-madison/) · [🔬**Netherlands Organisation for Applied Scientific Research** Delft · Netherlands 1 work here](https://md.research.elamur.ai/free/en/labs/netherlands-organisation-for-applied-scientific-research/) · [🎓**University of the Basque Country** Leioa · Spain 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-the-basque-country/) · [🎓**Nanyang Technological University** Singapore · Singapore 1 work here](https://md.research.elamur.ai/free/en/universities/nanyang-technological-university/)

## Works in our library (24)

The most cited first (OpenAlex citations plus our library's).

1. **[Automated Detection of Dosing Errors in Clinical Trial Narratives: A Multi-Modal Feature Engineering Approach with LightGBM](https://md.research.elamur.ai/free/en/papers/smadi-2026-automated-detection-dosing-errors-clinical/) Workshop on Patient-Oriented Language Processing @ LREC**Mohammad AL-Smadi*2026 · 1 citation*
2. **[Neural at ArchEHR-QA 2026: One Method Fits All: Unified Prompt Optimization for Clinical QA over EHRs](https://md.research.elamur.ai/free/en/papers/majeedi-2026-neural-archehr-qa-2026-one/) Workshop on Patient-Oriented Language Processing @ LREC**Abrar Majeedi, Viswanatha Reddy Gajjala, Sai Prasanna Teja Reddy Bogireddy, et al.*2026*
3. **[Structured Radiology Intelligence: Extracting Structured Data from MRI Reports Using LLMs](https://md.research.elamur.ai/free/en/papers/marimuthu-2026-structured-radiology-intelligence-extracting-structured/) Workshop on Patient-Oriented Language Processing @ LREC**Sushvin Marimuthu, Parameswari Krishnamurthy, Dipti Misra Sharma, et al.*2026*
4. **[GREYC at CRF Filling 2026: Rewrite Before You Extract - Rewriting Clinical Notes for Automated CRF](https://md.research.elamur.ai/free/en/papers/melgarejo-2026-greyc-crf-filling-2026-rewrite/) Workshop on Patient-Oriented Language Processing @ LREC**Jesus Lovon-Melgarejo, Jérémie Pantin, Gaël Dias*2026*
5. **[COACH Meets QUORUM: A Framework and Pipeline for Aligning User, Expert, and Developer Perspectives in LLM-Generated Health Counselling](https://md.research.elamur.ai/free/en/papers/ng-2026-coach-meets-quorum-framework-pipeline/) Workshop on Patient-Oriented Language Processing @ LREC**Yee Man Ng, Bram van Dijk, Pieter Beynen, et al.*2026*
6. **[A Synthetic Conversational Dataset for Type 2 Diabetes Management](https://md.research.elamur.ai/free/en/papers/ntanavaras-2026-synthetic-conversational-dataset-type-2/) Workshop on Patient-Oriented Language Processing @ LREC**Stergios Ntanavaras, Maaike de Boer, Piek T.J.M. Vossen*2026*
7. **[Cohere Labs Community at FoodBench-QA 2026: The Cake Makes the Ingredients](https://md.research.elamur.ai/free/en/papers/ranjan-2026-cohere-labs-community-foodbench-qa/) Workshop on Patient-Oriented Language Processing @ LREC**Ravi Ranjan, Roshan Santhosh, Lucien Carroll*2026*
8. **[Innov8rs at CRF Filling 2026: An Iterative Multi-LLM Ensemble Pipeline with Dynamic Few-Shot Retrieval and Data-Driven Precision Filtering](https://md.research.elamur.ai/free/en/papers/rao-2026-innov8rs-crf-filling-2026-iterative/) Workshop on Patient-Oriented Language Processing @ LREC**Samminga Sainath Rao, Sumit Mishra, Chanchal Suman*2026*
9. **[Beyond One-Size-Fits-All: Multi-Agent Refinement Framework for Persona-Based Biomedical Summarization](https://md.research.elamur.ai/free/en/papers/salvi-2026-beyond-one-size-fits-all/) Workshop on Patient-Oriented Language Processing @ LREC**Rohan Charudatt Salvi, Chirag Chawla, Md. Shad Akhtar, et al.*2026*
10. **[sebis at CRF Filling 2026: A Two-Stage Local LLM Pipeline for Medical CRF Filling](https://md.research.elamur.ai/free/en/papers/sommer-2026-sebis-crf-filling-2026-two/) Workshop on Patient-Oriented Language Processing @ LREC**Katharina Sommer, Tristan Till, Florian Matthes*2026*
11. **[Compressed Representations of Patient Records: A Comparative Study of Template-Based and LLM-Based Methods for Clinical Data Summarization and Visualization](https://md.research.elamur.ai/free/en/papers/stockl-2026-compressed-representations-patient-records-comparative/) Workshop on Patient-Oriented Language Processing @ LREC**Andreas Stöckl, Oliver Krauss, Sophie Bauernfeind*2026*
12. **[TAMU-NLP at ArchEHR-QA 2026: Grounded Clinical QA with Evidence Identification and Intent-Aware Answer Generation](https://md.research.elamur.ai/free/en/papers/su-2026-tamu-nlp-archehr-qa-2026/) Workshop on Patient-Oriented Language Processing @ LREC**Xinqi Su, Rongrong Wang, Sunyang Fu, et al.*2026*
13. **[MedEvi-NS at ArchEHR-QA 2026: Using Clinical Reasoning Principles to Improve Zero-shot Capabilities of Large Language Models in Evidence Alignment](https://md.research.elamur.ai/free/en/papers/sun-2026-medevi-ns-archehr-qa-2026/) Workshop on Patient-Oriented Language Processing @ LREC**Mengxuan Sun, Nicolay Rusnachenko*2026*
14. **[Addressing Domain Shift in Health Coaching Note Analysis through Factorized Synthetic Data Generation](https://md.research.elamur.ai/free/en/papers/tanzer-2026-addressing-domain-shift-health-coaching/) Workshop on Patient-Oriented Language Processing @ LREC**Michael Tänzer, Iva Bojic, Ashwini Yuvraj Lawate, et al.*2026*
15. **[Evaluating Professional Acceptability of LLM-Generated Systematic Review Summaries in Healthcare: Psychiatrists' Perspectives](https://md.research.elamur.ai/free/en/papers/thompson-2026-evaluating-professional-acceptability-llm-generated/) Workshop on Patient-Oriented Language Processing @ LREC**Paul Thompson, Artemis Boulogeorgou, Fotini Kaponi, et al.*2026*
16. **[Polimi at CRF Filling 2026: Prompt-Based Information Extraction from Italian Clinical Notes](https://md.research.elamur.ai/free/en/papers/torri-2026-polimi-crf-filling-2026-prompt/) Workshop on Patient-Oriented Language Processing @ LREC**Vittorio Torri, Francesca Ieva*2026*
17. **[tt501 at ArchEHR-QA 2026: Few-Shot Prompting with Retrieval-Augmented Generation for Grounded Clinical EHR Question Answering](https://md.research.elamur.ai/free/en/papers/tran-2026-tt501-archehr-qa-2026-few/) Workshop on Patient-Oriented Language Processing @ LREC**Tai Tan Tran*2026*
18. **[Aurum at CRF Filling 2026: Modular DSPy Extractors with Qwen3-Max for Multilingual CRF Filling](https://md.research.elamur.ai/free/en/papers/ulli-2026-aurum-crf-filling-2026-modular/) Workshop on Patient-Oriented Language Processing @ LREC**Vinay Babu Ulli, Jyoti Kumari, Anindita Mondal*2026*
19. **[HiTZ-IXA at ArchEHR-QA 2026: Evidence Alignment Through Self-Consistency and Prompt Curation in Memory-Constrained Environments](https://md.research.elamur.ai/free/en/papers/urbieta-2026-hitz-ixa-archehr-qa-2026/) Workshop on Patient-Oriented Language Processing @ LREC**Xabier Irastortza-Urbieta, Maite Oronoz, Alicia Pérez*2026*
20. **[An Open-Resource Knowledge Augmentation for Biomedical Lay Summarization](https://md.research.elamur.ai/free/en/papers/veloso-2026-open-resource-knowledge-augmentation-biomedical/) Workshop on Patient-Oriented Language Processing @ LREC**João Pedro Veloso, Evelin Amorim*2026*
21. **[Datasets for a Chatbot for Clinical Trial Search](https://md.research.elamur.ai/free/en/papers/yang-2026-datasets-chatbot-clinical-trial-search/) Workshop on Patient-Oriented Language Processing @ LREC**Yumeng Yang, Ethan Ludmir, Kirk Roberts*2026*
22. **[sebis at ArchEHR-QA 2026: How Much Can You Do Locally? Evaluating Grounded EHR QA on a Single Notebook](https://md.research.elamur.ai/free/en/papers/yurt-2026-sebis-archehr-qa-2026-how/) Workshop on Patient-Oriented Language Processing @ LREC**Ibrahim Ebrar Yurt, Fabian Tobias Karl, Tejaswi Choppa, et al.*2026*
23. **[DocUA at CRF Filling 2026: LLM StructCore –- Schema-Guided Reasoning Condensation and Deterministic Compilation](https://md.research.elamur.ai/free/en/papers/zabolotnii-2026-docua-crf-filling-2026-llm/) Workshop on Patient-Oriented Language Processing @ LREC**Serhii Zabolotnii*2026*
24. **[Razreshili at ArchEHR-QA 2026: Evidence Alignment via LLM Prompting and Cross-Encoder Fine-tuning](https://md.research.elamur.ai/free/en/papers/zemchyk-2026-razreshili-archehr-qa-2026-evidence/) Workshop on Patient-Oriented Language Processing @ LREC**Arina Zemchyk*2026*

Venues, publishers and identifiers from OpenAlex (2026-10-14) and the ACL Anthology; yearly proceedings are counted as one series.