LLMs in Biomedicine: A study on clinical Named Entity Recognition
Paper • 2404.07376 • Published
biomed ner
Note - This paper investigates LLMs application in the biomedical domain by exploring strategies to enhance their performance for the NER task - Results indicate that integrating external biomedical knowledge via prompting strategies can enhance the proficiency of general-purpose LLMs to meet the specialized needs of biomedical NER Problem Statement: LLMs encounter challenges in medical IE due to the scarcity of high-quality biomedical data in their pretraining - Medical entities can have multiple s
-
Accurate Medical Named Entity Recognition Through Specialized NLP Models
Paper • 2412.08255 • Published -
Biomedical Named Entity Recognition at Scale
Paper • 2011.06315 • Published -
Research on Medical Named Entity Identification Based On Prompt-Biomrc Model and Its Application in Intelligent Consultation System
Paper • 2506.01961 • Published
Named Clinical Entity Recognition Benchmark
Paper • 2410.05046 • Published • 16Note 2506.01961