Advancing Italian Biomedical Information Extraction with Large Language Models: Methodological Insights and Multicenter Practical Application.
Claudio CremaTommaso Mario BuonocoreSilvia FostinelliEnea ParimbelliFederico VerdeCira FundaròMarina ManeraMatteo Cotta RamusinoMarco CapelliAlfredo CostaGiuliano BinettiRiccardo BellazziAlberto RedolfiPublished in: CoRR (2023)
Keyphrases
- practical application
- language model
- information extraction
- information retrieval
- language modeling
- text mining
- natural language processing
- n gram
- probabilistic model
- document retrieval
- speech recognition
- test collection
- named entities
- precision and recall
- free text
- named entity recognition
- language modelling
- retrieval model
- relation extraction
- statistical language models
- web documents
- structured data
- web mining
- semi structured
- context sensitive
- query expansion
- machine learning
- document ranking
- translation model
- pseudo relevance feedback
- smoothing methods
- machine translation
- term dependencies
- language models for information retrieval
- question answering
- relevance model
- query terms
- data mining
- query specific
- retrieval effectiveness
- ad hoc information retrieval
- statistical language modeling