Clinfo.ai: An Open-Source Retrieval-Augmented Large Language Model System for Answering Medical Questions using Scientific Literature.
Alejandro LozanoScott L. FlemingChia-Chun ChiangNigam ShahPublished in: CoRR (2023)
Keyphrases
- language model
- scientific literature
- retrieval model
- information retrieval
- document retrieval
- ad hoc information retrieval
- query expansion
- test collection
- language modeling
- query terms
- language models for information retrieval
- document length
- n gram
- text mining
- smoothing methods
- artificial intelligence
- relevance model
- probabilistic model
- digital libraries
- news video
- machine learning
- query specific
- statistical language modeling
- search engine
- knowledge representation
- pseudo relevance feedback
- feature vectors
- automatic extraction
- text processing
- content based retrieval
- relevance feedback
- relevant documents
- dirichlet prior
- natural language processing
- image classification
- image database