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Workshop on Patient-Oriented Language Processing @ LREC 2026 — accepted papers

Workshop on Patient-Oriented Language Processing @ LREC 2026 is the 2026 edition of the Workshop on Patient-Oriented Language Processing @ LREC, held in Palma, Mallorca (Spain), May 2026 (publisher: European Language Resources Association (ELRA)). The ACL Anthology lists 53 papers of it; our library holds 20 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

📍 Palma, Mallorca (Spain) · 🗓 May 2026

 53papers in the proceedings 20works in our library 1citations of these works

All accepted papers (53)

The most cited first; 20 with our summary link to their page here, the others to the original.

  1. A Synthetic Conversational Dataset for Type 2 Diabetes ManagementStergios Ntanavaras, Maaike de Boer, Piek T.J.M. Vossenour summary
  2. Addressing Domain Shift in Health Coaching Note Analysis through Factorized Synthetic Data GenerationMichael Tänzer, Iva Bojic, Ashwini Yuvraj Lawate et al.our summary
  3. An Open-Resource Knowledge Augmentation for Biomedical Lay SummarizationJoão Pedro Veloso, Evelin Amorimour summary
  4. Aurum at CRF Filling 2026: Modular DSPy Extractors with Qwen3-Max for Multilingual CRF FillingVinay Babu Ulli, Jyoti Kumari, Anindita Mondalour summary
  5. Automated Detection of Dosing Errors in Clinical Trial Narratives: A Multi-Modal Feature Engineering Approach with LightGBMMohammad AL-Smadiour summary
  6. BIT.UA-AAUBS at ArchEHR-QA 2026: Evaluating Open-Source and Proprietary LLMs via Prompting in Low-Resource QA ↗Richard A. A. Jonker, Alexander Christiansen, Alexandros Maniatis et al.
  7. Beyond One-Size-Fits-All: Multi-Agent Refinement Framework for Persona-Based Biomedical SummarizationRohan Charudatt Salvi, Chirag Chawla, Md. Shad Akhtar et al.our summary
  8. CGU-ILALab at FoodBench-QA 2026: Comparing Traditional and LLM-based Approaches for Recipe Nutrient Estimation ↗Wei-Chun Chen, Yu-Xuan Chen, I-Fang Chung et al.
  9. COACH Meets QUORUM: A Framework and Pipeline for Aligning User, Expert, and Developer Perspectives in LLM-Generated Health CounsellingYee Man Ng, Bram van Dijk, Pieter Beynen et al.our summary
  10. CaresAI at CT-DEB'26: Detecting Dosing Errors In Clinical Trials Using Domain-Specific Transformer Embeddings and Classification Models ↗Leon Hamnett, Favour Igwezeke, Joseph Itopa Abubakar et al.
  11. Cohere Labs Community at FoodBench-QA 2026: The Cake Makes the IngredientsRavi Ranjan, Roshan Santhosh, Lucien Carrollour summary
  12. Compressed Representations of Patient Records: A Comparative Study of Template-Based and LLM-Based Methods for Clinical Data Summarization and VisualizationAndreas Stöckl, Oliver Krauss, Sophie Bauernfeindour summary
  13. Datasets for a Chatbot for Clinical Trial Search ↗Yumeng Yang, Ethan Ludmir, Kirk Roberts
  14. Diagnostic Reasoning with Large Language Models for a Rare Disease: Case Study of Primary Ciliary Dyskinesia ↗Swati Rajwal, Mary Ellen M. Fain, Lokesh Guglani et al.
  15. DocUA at CRF Filling 2026: LLM StructCore –- Schema-Guided Reasoning Condensation and Deterministic Compilation ↗Serhii Zabolotnii
  16. Dutch Metaphor Extraction from Cancer Patients' Interviews and Forum Data Using LLMs and Human in the Loop ↗Lifeng Han, David Lindevelt, Sander Puts et al.
  17. Evaluating Professional Acceptability of LLM-Generated Systematic Review Summaries in Healthcare: Psychiatrists' PerspectivesPaul Thompson, Artemis Boulogeorgou, Fotini Kaponi et al.our summary
  18. FCProfiler: Structured and Deterministic Pipeline for Recipe-Level Nutrient Estimation ↗Siyoon Kim
  19. FHIRPath-QA: Executable Question Answering over FHIR Electronic Health Records ↗Michael Frew, Nishit Bheda, Bryan Tripp
  20. FoodBench-QA: Overview of the Shared Task on Grounded Food and Nutrition Question Answering ↗Tome Eftimov, Ana Gjorgjevikj, Matej Martinc et al.
  21. GREYC at CRF Filling 2026: Rewrite Before You Extract - Rewriting Clinical Notes for Automated CRFJesus Lovon-Melgarejo, Jérémie Pantin, Gaël Diasour summary
  22. GigitAI at ArchEHR-QA 2026: Prompting Strategies and Constitutional AI for Clinical Question Answering ↗Saran Krishnasamy, Inez Wihardjo
  23. HealthNLP_Retrievers at ArchEHR-QA 2026: Cascaded LLM Pipeline for Grounded Clinical Question Answering ↗Md Biplob Hosen, Md Alomgeer Hussein, Md Akmol Masud et al.
  24. HealthTrajectory: Patient Journey Summaries and Visualizations for Patient-Clinician Communication Support ↗Rohmah Hidayah, Tomohiro Nishiyama, Shoko Wakamiya et al.
  25. HiTZ-IXA at ArchEHR-QA 2026: Evidence Alignment Through Self-Consistency and Prompt Curation in Memory-Constrained EnvironmentsXabier Irastortza-Urbieta, Maite Oronoz, Alicia Pérezour summary

See all 53 papers in Workshop on Patient-Oriented Language Processing @ LREC 2026 — accepted papers →

 Papers with our summary in our library (20)

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 LightGBMWorkshop on Patient-Oriented Language Processing @ LRECMohammad AL-Smadi2026 · 1 citation
  2. Neural at ArchEHR-QA 2026: One Method Fits All: Unified Prompt Optimization for Clinical QA over EHRsWorkshop on Patient-Oriented Language Processing @ LRECAbrar Majeedi, Viswanatha Reddy Gajjala, Sai Prasanna Teja Reddy Bogireddy, et al.2026
  3. Structured Radiology Intelligence: Extracting Structured Data from MRI Reports Using LLMsWorkshop on Patient-Oriented Language Processing @ LRECSushvin Marimuthu, Parameswari Krishnamurthy, Dipti Misra Sharma, et al.2026
  4. GREYC at CRF Filling 2026: Rewrite Before You Extract - Rewriting Clinical Notes for Automated CRFWorkshop on Patient-Oriented Language Processing @ LRECJesus Lovon-Melgarejo, Jérémie Pantin, Gaël Dias2026
  5. COACH Meets QUORUM: A Framework and Pipeline for Aligning User, Expert, and Developer Perspectives in LLM-Generated Health CounsellingWorkshop on Patient-Oriented Language Processing @ LRECYee Man Ng, Bram van Dijk, Pieter Beynen, et al.2026
  6. A Synthetic Conversational Dataset for Type 2 Diabetes ManagementWorkshop on Patient-Oriented Language Processing @ LRECStergios Ntanavaras, Maaike de Boer, Piek T.J.M. Vossen2026
  7. Cohere Labs Community at FoodBench-QA 2026: The Cake Makes the IngredientsWorkshop on Patient-Oriented Language Processing @ LRECRavi Ranjan, Roshan Santhosh, Lucien Carroll2026
  8. Innov8rs at CRF Filling 2026: An Iterative Multi-LLM Ensemble Pipeline with Dynamic Few-Shot Retrieval and Data-Driven Precision FilteringWorkshop on Patient-Oriented Language Processing @ LRECSamminga Sainath Rao, Sumit Mishra, Chanchal Suman2026
  9. Beyond One-Size-Fits-All: Multi-Agent Refinement Framework for Persona-Based Biomedical SummarizationWorkshop on Patient-Oriented Language Processing @ LRECRohan 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 FillingWorkshop on Patient-Oriented Language Processing @ LRECKatharina Sommer, Tristan Till, Florian Matthes2026
  11. Compressed Representations of Patient Records: A Comparative Study of Template-Based and LLM-Based Methods for Clinical Data Summarization and VisualizationWorkshop on Patient-Oriented Language Processing @ LRECAndreas Stöckl, Oliver Krauss, Sophie Bauernfeind2026
  12. TAMU-NLP at ArchEHR-QA 2026: Grounded Clinical QA with Evidence Identification and Intent-Aware Answer GenerationWorkshop on Patient-Oriented Language Processing @ LRECXinqi 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 AlignmentWorkshop on Patient-Oriented Language Processing @ LRECMengxuan Sun, Nicolay Rusnachenko2026
  14. Addressing Domain Shift in Health Coaching Note Analysis through Factorized Synthetic Data GenerationWorkshop on Patient-Oriented Language Processing @ LRECMichael Tänzer, Iva Bojic, Ashwini Yuvraj Lawate, et al.2026
  15. Evaluating Professional Acceptability of LLM-Generated Systematic Review Summaries in Healthcare: Psychiatrists' PerspectivesWorkshop on Patient-Oriented Language Processing @ LRECPaul Thompson, Artemis Boulogeorgou, Fotini Kaponi, et al.2026
  16. Polimi at CRF Filling 2026: Prompt-Based Information Extraction from Italian Clinical NotesWorkshop on Patient-Oriented Language Processing @ LRECVittorio Torri, Francesca Ieva2026
  17. tt501 at ArchEHR-QA 2026: Few-Shot Prompting with Retrieval-Augmented Generation for Grounded Clinical EHR Question AnsweringWorkshop on Patient-Oriented Language Processing @ LRECTai Tan Tran2026
  18. Aurum at CRF Filling 2026: Modular DSPy Extractors with Qwen3-Max for Multilingual CRF FillingWorkshop on Patient-Oriented Language Processing @ LRECVinay Babu Ulli, Jyoti Kumari, Anindita Mondal2026
  19. HiTZ-IXA at ArchEHR-QA 2026: Evidence Alignment Through Self-Consistency and Prompt Curation in Memory-Constrained EnvironmentsWorkshop on Patient-Oriented Language Processing @ LRECXabier Irastortza-Urbieta, Maite Oronoz, Alicia Pérez2026
  20. An Open-Resource Knowledge Augmentation for Biomedical Lay SummarizationWorkshop on Patient-Oriented Language Processing @ LRECJoão Pedro Veloso, Evelin Amorim2026

 Top topics

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

Question answering (6)Summarization (3)Language models & pretraining (2)Information retrieval & search (2)Information extraction (1)Dialogue systems (1)Multilingual & cross-lingual NLP (1)Evaluation & benchmarks (1)Reasoning (1)Vision & language (1)

 Fields

Computer Science (18)Arts and Humanities (16)Biochemistry, Genetics and Molecular Biology (10)Medicine (9)Health Professions (2)Decision Sciences (1)

 Top authors

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

🧑‍🔬Mohammad AL-Smadi1 work here · 1 citation🧑‍🔬Alicia Pérez1 work here🧑‍🔬Dipti Misra Sharma1 work here🧑‍🔬Efstathia Soufleri1 work here🧑‍🔬Evelin Amorim1 work here🧑‍🔬Florian Matthes1 work here🧑‍🔬Gaël Dias1 work here🧑‍🔬Jyoti Kumari1 work here🧑‍🔬Maaike de Boer1 work here🧑‍🔬Md Shad Akhtar1 work here🧑‍🔬Nicolay Rusnachenko1 work here🧑‍🔬Parameswari Krishnamurthy1 work here

 Top institutions

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

🎓National Institute of Technology WarangalWarangal · India1 work here🎓Leiden UniversityLeiden · Netherlands1 work here🎓Vietnam National University Ho Chi Minh CityHo Chi Minh City · Vietnam1 work here🔬Centre National de la Recherche ScientifiqueParis · France1 work here🏢Adobe SystemsSan Jose · United States1 work here🎓University of Wisconsin–MadisonMadison · United States1 work here🔬Netherlands Organisation for Applied Scientific ResearchDelft · Netherlands1 work here🎓University of the Basque CountryLeioa · Spain1 work here🎓Nanyang Technological UniversitySingapore · Singapore1 work here🎓École Nationale Supérieure d'Ingénieurs de CaenCaen · France1 work here🎓University of AberdeenAberdeen · United Kingdom1 work here🤝Leiden University Medical CenterLeiden · Netherlands1 work here

Place and dates from the event's site or the ACL Anthology; works and citations from OpenAlex and our library.

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