---
title: "Workshop on Linguistic Analysis for Health 2026 — all accepted"
description: "All 28 papers of Workshop on Linguistic Analysis for Health 2026, the most cited first; those with our summary link to it."
canonical: "https://research.elamur.ai/free/en/venues/healing/2026/papers/"
---
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# Workshop on Linguistic Analysis for Health 2026: all accepted papers

28 papers · the most cited first · [← Workshop on Linguistic Analysis for Health 2026](https://md.research.elamur.ai/free/en/venues/healing/2026/)

1. **[The Doctor Will Agree With You Now: Sycophancy of Large Language Models in Multi-Turn Medical Conversations ↗](https://aclanthology.org/2026.healing-1.2/)**Taeil Matthew Kim, Luyang Luo, Sung Eun Kim et al.*7 citations*
2. **[Almost Clinical: Linguistic properties of synthetic electronic health records](https://md.research.elamur.ai/free/en/papers/sharoff-2026-almost-clinical-linguistic-properties-synthetic/)**Serge Sharoff, John Baker, Dr David Francis Hunt et al.*1 citation · our summary*
3. **[An Enhanced Training-Free Pipeline for Entity Recognition and Linking: A Low-Resource Case Study – 20-th Century Historical Medical Texts](https://md.research.elamur.ai/free/en/papers/nguyen-2026-enhanced-training-free-pipeline-entity/)**Phu-Vinh Nguyen, Vera Danilova*1 citation · our summary*
4. **[Do Mixed-Vendor Multi-Agent LLMs Improve Clinical Diagnosis?](https://md.research.elamur.ai/free/en/papers/yuan-2026-do-mixed-vendor-multi-agent/)**Grace Chang Yuan, Xiaoman Zhang, Sung Eun Kim et al.*1 citation · our summary*
5. **[From Pain to Praise: Aspect-Based Sentiment Analysis for Norwegian Patient Feedback](https://md.research.elamur.ai/free/en/papers/storset-2026-pain-praise-aspect-based-sentiment/)**Lilja Charlotte Storset, Elma Jelin, Rebecka Maria Norman et al.*1 citation · our summary*
6. **[A Graph-Augmented Liquid Neural Network for Extracting Food Hazards and Disease Outbreaks ↗](https://aclanthology.org/2026.healing-1.6/)**Tirthankar Dasgupta, Manjira Sinha, Sudeshna Jana et al.
7. **[A Multimodal Framework for Aphasia Severity Classification in Russian ↗](https://aclanthology.org/2026.healing-1.22/)**Kolmogorova Anastasia, Ekaterina Yavshitz, Anastasia Margolina et al.
8. **[Cross-Lingual Empirical Evaluation of Large Language Models for Arabic Medical Tasks](https://md.research.elamur.ai/free/en/papers/abouzahir-2026-cross-lingual-empirical-evaluation-large/)**Chaimae Abouzahir, Congbo Ma, Nizar Habash et al.*our summary*
9. **[Data Augmentation Based on Selective Masking of Language Models for One Health Context](https://md.research.elamur.ai/free/en/papers/mahdoubi-2026-data-augmentation-based-selective-masking/)**Youssef Mahdoubi, Najlae Idrissi, Mathieu Roche et al.*our summary*
10. **[Delayed Wh-Question Development in Children with Hearing Loss: Evidence for Morphosyntactic Vulnerability from Corpus-Based NLP and LLM Analyses](https://md.research.elamur.ai/free/en/papers/wu-2026-delayed-wh-question-development-children/)**Tong Wu*our summary*
11. **[DementiaBank-Emotion: A Multi-Rater Emotion Annotation Corpus for Alzheimer's Disease Speech (Version 1.0) ↗](https://aclanthology.org/2026.healing-1.28/)**Cheonkam Jeong, Jessica Liao, Audrey Lu et al.
12. **[Discourses of Prevention: A Multimodal Study of HPV Vaccination Campaigns in Italy ↗](https://aclanthology.org/2026.healing-1.3/)**Claudia Roberta Combei, Antonio Bianco, Elena Giribaldi et al.
13. **[Empathy as interactional accomplishment in clinical interactions with a conversational agent ↗](https://aclanthology.org/2026.healing-1.25/)**Spencer Hazel, Adam Brandt, Yajie Vera He et al.
14. **[Graph-Enhanced LLM Analysis of Multimodal Health Communities: A Computational Framework for Patient Discourse Understanding on TikTok ↗](https://aclanthology.org/2026.healing-1.9/)**Tawakalit Agboola, Oluwaseun Ajao
15. **[Importance of Prompt Optimisation for Error Detection in Medical Notes Using Language Models](https://md.research.elamur.ai/free/en/papers/myles-2026-importance-prompt-optimisation-error-detection/)**Craig Myles, Patrick Schrempf, David Harris-Birtill*our summary*
16. **[LLM Plug-ins Are Not a Free Lunch for Clinical Time-Series Prediction ↗](https://aclanthology.org/2026.healing-1.17/)**Juhwan Choi, Kwanhyung Lee, Sangchul Hahn et al.
17. **[Linguistic Blind Spots in Clinical Decision Extraction ↗](https://aclanthology.org/2026.healing-1.4/)**Mohamed Elgaar, Hadi Amiri
18. **[Linguistic Features Competitive with Bert! Leveraging Speech for Detection of Mental Health in Paediatric Lupus ↗](https://aclanthology.org/2026.healing-1.21/)**Jida Jaffan, Barend Beekhuizen, Andrea Knight
19. **[Mind Your Steps in Biomedical Named Entity Recognition: First Extract, Tag Afterwards](https://md.research.elamur.ai/free/en/papers/shlyk-2026-mind-your-steps-biomedical-named/)**Darya Shlyk, Stefano Montanelli, Marco Mesiti et al.*our summary*
20. **[Modulating Multi-Label Tendency in Zero-Shot LLM Coding: The Effect of Output Structure on CDSS Feedback Analysis ↗](https://aclanthology.org/2026.healing-1.14/)**Hyunwoo Choo, Sungsoo Hong
21. **[Normalizing Health Concepts with Biomedical Embedding and LLMs ↗](https://aclanthology.org/2026.healing-1.15/)**Iram Azam, Keyuan Jiang, Gordon Bernard
22. **[Position: Biomedical NLP Demands Specialization, Not Generalization](https://md.research.elamur.ai/free/en/papers/wasi-2026-position-biomedical-nlp-demands-specialization/)**Azmine Toushik Wasi*our summary*
23. **[Semantic Echo Pathways (SEP): Tracing How Medical Language Propagates and Transforms ↗](https://aclanthology.org/2026.healing-1.5/)**Charu Karakkaparambil James, Marcio Monteiro, Sophie Fellenz
24. **[StressRoBERTa: Cross-Condition Transfer Learning from Depression, Anxiety, and PTSD to Stress Detection ↗](https://aclanthology.org/2026.healing-1.27/)**Amal Abdullah Alqahtani, Efsun Kayi, Mona T. Diab
25. **[Towards Inclusive Communication in Cancer Prevention and Treatment: A Case Study on Italian Informational Materials ↗](https://aclanthology.org/2026.healing-1.24/)**Chiara Cassani, Luca Brigada Villa, Marco Forlano et al.
26. **[Tracking Autism Stigma in Italian Newspapers: A Longitudinal Analysis of Media Discourse (2016–2025)](https://md.research.elamur.ai/free/en/papers/martinelli-2026-tracking-autism-stigma-italian-newspapers/)**Ginevra Martinelli, Chiara Barattieri di San Pietro, Daniela Ovadia et al.*our summary*
27. **[Who Judges the Judge? Evaluating LLM-as-a-Judge for French Medical open-ended QA ↗](https://aclanthology.org/2026.healing-1.12/)**Ikram Belmadani, Oumaima El Khettari, Pacôme Constant dit Beaufils et al.
28. **[Why Are We Lonely? Leveraging LLMs to Measure and Understand Loneliness in Caregivers and Non-caregivers ↗](https://aclanthology.org/2026.healing-1.19/)**Michelle Damin Kim, Ellie S. Paek, Yufen Lin et al.
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