A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks AlignmentAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 |
Entity Decomposition with Filtering: A Zero-Shot Clinical Named Entity Recognition FrameworkNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024 |
Do Large Language Models Align with Core Mental Health Counseling Competencies?North American Chapter of the Association for Computational Linguistics (NAACL), 2024 |
WisPerMed at "Discharge Me!": Advancing Text Generation in Healthcare
with Large Language Models, Dynamic Expert Selection, and Priming Techniques
on MIMIC-IVWorkshop on Biomedical Natural Language Processing (BioNLP), 2024 |