Experimenting with Large Language Models and vector embeddings in NASA SciX.
Sergi Blanco-CuaresmaIoana CiucaAlberto AccomazziMichael J. KurtzEdwin A. HennekenKelly E. LockhartFélix GrèzesThomas AllenGolnaz ShapurianCarolyn S. GrantDonna M. ThompsonTimothy W. HostetlerMatthew R. TempletonShinyi ChenJennifer KochTaylor JacovichDaniel ChivvisFernanda de Macedo AlvesJean-Claude PaquinJennifer BartlettMugdha PolimeraStephanie JarmakPublished in: CoRR (2023)
Keyphrases
- language model
- vector space
- language modeling
- retrieval model
- n gram
- speech recognition
- document retrieval
- probabilistic model
- information retrieval
- test collection
- language modelling
- ad hoc information retrieval
- query expansion
- statistical language models
- relevance model
- context sensitive
- language model for information retrieval
- feature vectors
- distance measure
- pseudo relevance feedback
- passage retrieval
- smoothing methods
- low dimensional
- vector space model
- document ranking
- document length
- retrieval effectiveness
- language modeling framework
- query terms
- similarity measure