Papers
Explainable ICD Coding via Entity Linking
Leonor Barreiros, Isabel Coutinho, Gonçalo Correia et al.
Leveraging External Knowledge Bases: Analyzing Presentation Methods and Their Impact on Model Performance
Hui-Syuan Yeh, Thomas Lavergne, Pierre Zweigenbaum
Preliminary Evaluation of an Open-Source LLM for Lay Translation of German Clinical Documents
Tabea Pakull, Amin Dada, Hendrik Damm et al.
Benchmarking IsiXhosa Automatic Speech Recognition and Machine Translation for Digital Health Provision
Abby Blocker, Francois Meyer, Ahmed Biyabani et al.
On Large Foundation Models and Alzheimer’s Disease Detection
Chuyuan Li, Giuseppe Carenini, Thalia Field
LLM Based Efficient CSR Summarization using Structured Fact Extraction and Feedback
Kunwar Zaid, Amit Sangroya, Lovekesh Vig
Using LLMs to improve RL policies in personalized health adaptive interventions
Karine Karine, Benjamin Marlin
MeDiSumQA: Patient-Oriented Question-Answer Generation from Discharge Letters
Amin Dada, Osman Koras, Marie Bauer et al.
Comparing representations of long clinical texts for the task of patient-note identification
Safa Alsaidi, Marc Vincent, Olivia Boyer et al.
Multimodal Transformers for Clinical Time Series Forecasting and Early Sepsis Prediction
Jinghua Xu, Michael Staniek
Mining Social Media for Barriers to Opioid Recovery with LLMs
Vinu Ekanayake, Md Sultan Al Nahian, Ramakanth Kavuluru
When Multilingual Models Compete with Monolingual Domain-Specific Models in Clinical Question Answering
Vojtech Lanz, Pavel Pecina
Explainability for NLP in Pharmacovigilance: A Study on Adverse Event Report Triage in Swedish
Luise Dürlich, Erik Bergman, Maria Larsson et al.
SpecialtyScribe: Enhancing SOAP note Scribing for Medical Specialties using LLM’s
Sagar Goyal, Eti Rastogi, Fen Zhao et al.
Prefix-Enhanced Large Language Models with Reused Training Data in Multi-Turn Medical Dialogue
Suxue Ma, Zhicheng Yang, Ruei-Sung Lin et al.
LexiLogic@CALCS 2025: Predicting Preferences in Generated Code-Switched Text
Pranav Gupta, Souvik Bhattacharyya, Niranjan Kumar M et al.
Tongue-Tied: Breaking LLMs Safety Through New Language Learning
Bibek Upadhayay, Vahid Behzadan
Where and How Do Languages Mix? A Study of Spanish-Guaraní Code-Switching in Paraguay
Olga Kellert, Nemika Tyagi
Beyond Monolingual Limits: Fine-Tuning Monolingual ASR for Yoruba-English Code-Switching
Oreoluwa Boluwatife Babatunde, Victor Tolulope Olufemi, Emmanuel Bolarinwa et al.
The Impact of Code-switched Synthetic Data Quality is Task Dependent: Insights from MT and ASR
Injy Hamed, Thang Vu, Nizar Habash
EuskañolDS: A Naturally Sourced Corpus for Basque-Spanish Code-Switching
Maite Heredia, Jeremy Barnes, Aitor Soroa
WHEN TOM EATS KIMCHI: Evaluating Cultural Awareness of Multimodal Large Language Models in Cultural Mixture Contexts
Jun Seong Kim, Kyaw Ye Thu, Javad Ismayilzada et al.
Cross-Cultural Differences in Mental Health Expressions on Social Media
Sunny Rai, Khushi Shelat, Devansh Jain et al.
Towards Region-aware Bias Evaluation Metrics
Angana Borah, Aparna Garimella, Rada Mihalcea
One world, one opinion? The superstar effect in LLM responses
Sofie Goethals, Lauren Rhue