Proceedings of the First Workshop on Patient-Oriented Language Processing (CL4Health) @ LREC-COLING 2024
LREC-COLING 2024 Workshop
Improving Sign Language Production in the Healthcare Domain Using UMLS and Multi-task Learning
Jonathan Mutal, Raphael Rubino, Pierrette Bouillon, Bastien David, Johanna Gerlach, Irene Strasly
It’s Difficult to Be Neutral – Human and LLM-based Sentiment Annotation of Patient Comments
Petter Mæhlum, David Samuel, Rebecka Maria Norman, Elma Jelin, Øyvind Andresen Bjertnæs, Lilja Øvrelid, Erik Velldal
Simulating Diverse Patient Populations Using Patient Vignettes and Large Language Models
Daniel Reichenpfader, Kerstin Denecke
Annotating Emotions in Acquired Brain Injury Patients’ Narratives
Salomé Klein, Amalia Todirascu, Hélène Vassiliadou, Marie Kuppelin, Joffrey Becart, Thalassio Briand, Clara Coridon, Francine Gerhard-Krait, Joé Laroche, Jean Ulrich, Agata Krasny-Pacini
Structuring Clinical Notes of Italian ST-elevation Myocardial Infarction Patients
Vittorio Torri, Sara Mazzucato, Stefano Dalmiani, Umberto Paradossi, Claudio Passino, Sara Moccia, Silvestro Micera, Francesca Ieva
Towards AI-supported Health Communication in Plain Language: Evaluating Intralingual Machine Translation of Medical Texts
Silvana Deilen, Ekaterina Lapshinova-Koltunski, Sergio Hernández Garrido, Christiane Maaß, Julian Hörner, Vanessa Theel, Sophie Ziemer
Large Language Models as Drug Information Providers for Patients
Luca Giordano, Maria Pia di Buono
Towards Generation of Personalised Health Intervention Messages
Clara Wan Ching Ho, Volha Petukhova
Analysing Emotions in Cancer Narratives: A Corpus-Driven Approach
Daisy Monika Lal, Paul Rayson, Sheila A. Payne, Yufeng Liu
Study of Medical Text Reading and Comprehension through Eye-Tracking Fixations
Oksana Ivchenko, Natalia Grabar
A Neuro-Symbolic Approach to Monitoring Salt Content in Food
Anuja Tayal, Barbara Di Eugenio, Devika Salunke, Andrew D. Boyd, Carolyn A. Dickens, Eulalia P. Abril, Olga Garcia-Bedoya, Paula G. Allen-Meares
On Simplification of Discharge Summaries in Serbian: Facing the Challenges
Anđelka Zečević, Milica Ćulafić, Stefan Stojković
Medical-FLAVORS: A Figurative Language and Vocabulary Open Repository for Spanish in the Medical Domain
Lucia Pitarch, Emma Angles-Herrero, Yufeng Liu, Daisy Monika Lal, Jorge Gracia, Paul Rayson, Judith Rietjens
Generating Synthetic Documents with Clinical Keywords: A Privacy-Sensitive Methodology
Simon Meoni, Éric De la Clergerie, Théo Ryffel
Building Certified Medical Chatbots: Overcoming Unstructured Data Limitations with Modular RAG
Leonardo Sanna, Patrizio Bellan, Simone Magnolini, Marina Segala, Saba Ghanbari Haez, Monica Consolandi, Mauro Dragoni
Towards Using Automatically Enhanced Knowledge Graphs to Aid Temporal Relation Extraction
Timotej Knez, Slavko Žitnik
Experiments in Automated Generation of Discharge Summaries in Italian
Lorenzo Ruinelli, Amos Colombo, Mathilde Rochat, Sotirios Georgios Popeskou, Andrea Franchini, Sandra Mitrović, Oscar William Lithgow, Joseph Cornelius, Fabio Rinaldi
Evaluating LLMs for Temporal Entity Extraction from Pediatric Clinical Text in Rare Diseases Context
Judith Jeyafreeda Andrew, Marc Vincent, Anita Burgun, Nicolas Garcelon
Generating Distributable Surrogate Corpus for Medical Multi-label Classification
Seiji Shimizu, Shuntaro Yada, Shoko Wakamiya, Eiji Aramaki
CliniRes: Publicly Available Mapping of Clinical Lexical Resources
Elena Zotova, Montse Cuadros, German Rigau
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