Opportunities for Retrieval and Tool Augmented Large Language Models in Scientific Facilities.
Michael H. PrinceHenry ChanAikaterini VrizaTao ZhouVaruni K. SastryMatthew T. DearingRoss J. HarderRama K. VasudevanMathew J. CherukaraPublished in: CoRR (2023)
Keyphrases
- language model
- retrieval model
- document retrieval
- query expansion
- test collection
- language models for information retrieval
- information retrieval
- language modeling
- ad hoc information retrieval
- statistical language models
- smoothing methods
- relevance model
- document ranking
- n gram
- query terms
- document length
- language modelling
- probabilistic model
- speech recognition
- query generation
- ir models
- passage retrieval
- cross language retrieval
- query specific
- okapi bm
- retrieval effectiveness
- text retrieval
- document level
- pseudo relevance feedback
- retrieval systems
- information retrieval systems
- vector space model
- expert finding
- pseudo feedback
- term dependencies
- context sensitive
- image database
- relevance feedback
- image retrieval
- language model for information retrieval
- ad hoc retrieval
- retrieved documents
- retrieval process
- average precision
- retrieval accuracy
- tf idf
- document collections