Mapping vaccine names in clinical trials to vaccine ontology using cascaded fine-tuned domain-specific language models.
Jianfu LiYiming LiYuanyi PanJinjing GuoZenan SunFang LiYongqun HeCui TaoPublished in: J. Biomed. Semant. (2024)
Keyphrases
- clinical trials
- domain specific
- language model
- fine tuned
- language modeling
- decision support system
- n gram
- general purpose
- speech recognition
- probabilistic model
- information retrieval
- language modelling
- retrieval model
- test collection
- document retrieval
- query expansion
- statistical language models
- experimental design
- pseudo relevance feedback
- smoothing methods
- fine tuning
- language models for information retrieval
- vector space model
- domain experts
- knowledge base
- query terms
- databases
- context sensitive
- named entities
- information retrieval systems
- management system
- decision making