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cs.CL2026
In-Domain Supervised Pathology Report Classification: A Reproducible Pipeline from Data Curation to Production-Matched Evaluation
Isaac Hands, Bin Huang, Adam Spannaus +4
We introduce an in-domain supervised pipeline designed to counter the out-of-distribution performance drop that hampers supervised biomedical NLP models, a problem observed when mo…
cs.CL2025
Can human clinical rationales improve the performance and explainability of clinical text classification models?
Christoph Metzner, Shang Gao, Drahomira Herrmannova +1
AI-driven clinical text classification is vital for explainable automated retrieval of population-level health information. This work investigates whether human-based clinical rati…