Workshop on Linguistic Analysis for Health 2026: all accepted papers
- The Doctor Will Agree With You Now: Sycophancy of Large Language Models in Multi-Turn Medical Conversations ↗Taeil Matthew Kim, Luyang Luo, Sung Eun Kim et al.7 citations
- Almost Clinical: Linguistic properties of synthetic electronic health recordsSerge Sharoff, John Baker, Dr David Francis Hunt et al.1 citation · our summary
- An Enhanced Training-Free Pipeline for Entity Recognition and Linking: A Low-Resource Case Study – 20-th Century Historical Medical TextsPhu-Vinh Nguyen, Vera Danilova1 citation · our summary
- Do Mixed-Vendor Multi-Agent LLMs Improve Clinical Diagnosis?Grace Chang Yuan, Xiaoman Zhang, Sung Eun Kim et al.1 citation · our summary
- From Pain to Praise: Aspect-Based Sentiment Analysis for Norwegian Patient FeedbackLilja Charlotte Storset, Elma Jelin, Rebecka Maria Norman et al.1 citation · our summary
- A Graph-Augmented Liquid Neural Network for Extracting Food Hazards and Disease Outbreaks ↗Tirthankar Dasgupta, Manjira Sinha, Sudeshna Jana et al.
- A Multimodal Framework for Aphasia Severity Classification in Russian ↗Kolmogorova Anastasia, Ekaterina Yavshitz, Anastasia Margolina et al.
- Cross-Lingual Empirical Evaluation of Large Language Models for Arabic Medical TasksChaimae Abouzahir, Congbo Ma, Nizar Habash et al.our summary
- Data Augmentation Based on Selective Masking of Language Models for One Health ContextYoussef Mahdoubi, Najlae Idrissi, Mathieu Roche et al.our summary
- DementiaBank-Emotion: A Multi-Rater Emotion Annotation Corpus for Alzheimer's Disease Speech (Version 1.0) ↗Cheonkam Jeong, Jessica Liao, Audrey Lu et al.
- Discourses of Prevention: A Multimodal Study of HPV Vaccination Campaigns in Italy ↗Claudia Roberta Combei, Antonio Bianco, Elena Giribaldi et al.
- Empathy as interactional accomplishment in clinical interactions with a conversational agent ↗Spencer Hazel, Adam Brandt, Yajie Vera He et al.
- Importance of Prompt Optimisation for Error Detection in Medical Notes Using Language ModelsCraig Myles, Patrick Schrempf, David Harris-Birtillour summary
- LLM Plug-ins Are Not a Free Lunch for Clinical Time-Series Prediction ↗Juhwan Choi, Kwanhyung Lee, Sangchul Hahn et al.
- Linguistic Blind Spots in Clinical Decision Extraction ↗Mohamed Elgaar, Hadi Amiri
- Linguistic Features Competitive with Bert! Leveraging Speech for Detection of Mental Health in Paediatric Lupus ↗Jida Jaffan, Barend Beekhuizen, Andrea Knight
- Mind Your Steps in Biomedical Named Entity Recognition: First Extract, Tag AfterwardsDarya Shlyk, Stefano Montanelli, Marco Mesiti et al.our summary
- Normalizing Health Concepts with Biomedical Embedding and LLMs ↗Iram Azam, Keyuan Jiang, Gordon Bernard
- Position: Biomedical NLP Demands Specialization, Not GeneralizationAzmine Toushik Wasiour summary
- Semantic Echo Pathways (SEP): Tracing How Medical Language Propagates and Transforms ↗Charu Karakkaparambil James, Marcio Monteiro, Sophie Fellenz
- StressRoBERTa: Cross-Condition Transfer Learning from Depression, Anxiety, and PTSD to Stress Detection ↗Amal Abdullah Alqahtani, Efsun Kayi, Mona T. Diab
- Towards Inclusive Communication in Cancer Prevention and Treatment: A Case Study on Italian Informational Materials ↗Chiara Cassani, Luca Brigada Villa, Marco Forlano et al.
- Tracking Autism Stigma in Italian Newspapers: A Longitudinal Analysis of Media Discourse (2016–2025)Ginevra Martinelli, Chiara Barattieri di San Pietro, Daniela Ovadia et al.our summary
- Who Judges the Judge? Evaluating LLM-as-a-Judge for French Medical open-ended QA ↗Ikram Belmadani, Oumaima El Khettari, Pacôme Constant dit Beaufils et al.
- Why Are We Lonely? Leveraging LLMs to Measure and Understand Loneliness in Caregivers and Non-caregivers ↗Michelle Damin Kim, Ellie S. Paek, Yufen Lin et al.
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