From RAGs to riches: Using large language models to write documents for clinical trials.
Nigel MarkeyIlyass El-MansouriGaëtan RensonnetCasper van LangenChristoph MeierPublished in: CoRR (2024)
Keyphrases
- language model
- clinical trials
- document retrieval
- ad hoc information retrieval
- information retrieval
- document ranking
- vector space model
- query terms
- language modeling
- language modeling approaches
- document level
- relevance model
- statistical language models
- retrieval model
- decision support system
- probabilistic model
- passage retrieval
- test collection
- query expansion
- query specific
- term dependencies
- expert finding
- document length
- relevant documents
- n gram
- pseudo feedback
- language modelling
- experimental design
- language modeling framework
- probabilistic retrieval models
- information retrieval systems
- xml documents
- retrieved documents
- document collections
- language models for information retrieval
- smoothing methods
- relevance assessments
- term frequency
- inter document similarities
- retrieval effectiveness
- web documents
- spoken term detection
- question answering
- retrieval systems
- translation model
- free text
- machine learning
- feature selection
- decision trees
- information extraction
- web search