3 papers
cs.CL2026
DreamerNLplus: Interpretable Modeling of Mental Health Dynamics from Social Media Timelines using Hybrid Rule-Based and RAG Methods
Maryia Zhyrko, Daisy Monika Lal, Erik van Mulligen +1
We present DreamerNLplus, a hybrid framework for modeling mental health dynamics from social media timelines in the CLPsych 2026 shared task. Our system addresses three tasks: psyc…
cs.CL2026
Dutch Metaphor Extraction from Cancer Patients' Interviews and Forum Data using LLMs and Human in the Loop
Lifeng Han, David Lindevelt, Sander Puts +2
Metaphors and metaphorical language (MLs) play an important role in healthcare communication between clinicians, patients, and patients' family members. In this work, we focus on D…
cs.CL2025
Multilingual BERT language model for medical tasks: Evaluation on domain-specific adaptation and cross-linguality
Yinghao Luo, Lang Zhou, Amrish Jhingoer +7
In multilingual healthcare applications, the availability of domain-specific natural language processing(NLP) tools is limited, especially for low-resource languages. Although mult…