A Simple Architecture for Enterprise Large Language Model Applications based on Role based security and Clearance Levels using Retrieval-Augmented Generation or Mixture of Experts.
Atilla ÖzgürYilmaz UygunPublished in: CoRR (2024)
Keyphrases
- language model
- retrieval model
- document retrieval
- query expansion
- test collection
- language modeling
- mixture model
- ad hoc information retrieval
- information retrieval
- language models for information retrieval
- smoothing methods
- n gram
- access control
- speech recognition
- query terms
- document length
- probabilistic model
- term dependencies
- expert finding
- statistical language models
- cross language retrieval
- language modelling
- retrieval effectiveness
- query specific
- relevance model
- document ranking
- retrieval systems
- pseudo feedback
- trec test collections
- average precision
- text retrieval
- web page retrieval
- relevance feedback
- information retrieval systems
- jelinek mercer
- ir models
- vector space model
- relevant documents
- expectation maximization
- trec collections
- vector space
- image retrieval