Fine-Tune it Like I'm Five: Supporting Medical Domain Experts in Training NER Models Using Cloud, LLM, and Auto Fine-Tuning.
Benedict HartmannPhilippe TamlaFlorian FreundMatthias L. HemmjePublished in: AICS (2023)
Keyphrases
- fine tuning
- fine tune
- domain experts
- fine tuned
- domain knowledge
- knowledge acquisition
- viable alternative
- domain specific
- evidence based medicine
- named entity recognition
- prior knowledge
- maximum entropy
- prediction model
- information extraction
- probabilistic model
- neural network
- general purpose
- medical data
- knowledge base
- data mining