An Empirical Evaluation of Prompting Strategies for Large Language Models in Zero-Shot Clinical Natural Language Processing.
Sonish SivarajkumarMark KelleyAlyssa Samolyk-MazzantiShyam VisweswaranYanshan WangPublished in: CoRR (2023)
Keyphrases
- language model
- natural language processing
- language modeling
- n gram
- information retrieval
- probabilistic model
- retrieval model
- document retrieval
- language modelling
- machine learning
- query expansion
- speech recognition
- test collection
- statistical language models
- information extraction
- text mining
- language models for information retrieval
- smoothing methods
- ad hoc information retrieval
- document ranking
- okapi bm
- query terms
- context sensitive
- document length
- knowledge representation
- relevance model
- semantic relations
- pseudo relevance feedback
- vector space model
- free text
- natural language
- term dependencies
- named entity recognition
- machine translation
- named entities
- question answering
- statistical language modeling
- language model for information retrieval