#Clinical Natural Language Processing

Articles (3)

• 🇺🇸 A Parameter-Efficient Transfer Learning Approach through Multitask Prompt Distillation and Decomposition for Clinical NLP — 09/04/2026 [USA]

  arXiv:2604.06650v1 Announce Type: cross Abstract: Existing prompt-based fine-tuning methods typically learn task-specific prompts independently, imposing significant computing and storage overhead at...

  Related: #Efficient Machine Learning
• 🇺🇸 Integrating Chain-of-Thought and Retrieval Augmented Generation Enhances Rare Disease Diagnosis from Clinical Notes — 19/02/2026 [USA]

  arXiv:2503.12286v2 Announce Type: replace-cross Abstract: Background: Several studies show that large language models (LLMs) struggle with phenotype-driven gene prioritization for rare diseases. Thes...

  Related: #Rare Disease Diagnosis, #Large Language Models, #Chain‑of‑Thought Prompting, #Retrieval Augmented Generation
• 🇺🇸 Building Safe and Deployable Clinical Natural Language Processing under Temporal Leakage Constraints — 19/02/2026 [USA]

  arXiv:2602.15852v1 Announce Type: cross Abstract: Clinical natural language processing (NLP) models have shown promise for supporting hospital discharge planning by leveraging narrative clinical docu...

  Related: #Model Safety, #Temporal and Lexical Leakage, #Healthcare Informatics, #Real‑World Deployment Challenges