Use large language models to promote equity.
Emma PiersonDivya ShanmugamRajiv MovvaJon M. KleinbergMonica AgrawalMark DredzeKadija FerrymanJudy Wawira GichoyaDan JurafskyPang Wei KohKaren LevySendhil MullainathanZiad ObermeyerHarini SureshKeyon VafaPublished in: CoRR (2023)
Keyphrases
- language model
- language modeling
- probabilistic model
- n gram
- speech recognition
- retrieval model
- query expansion
- test collection
- document retrieval
- context sensitive
- information retrieval
- statistical language models
- vector space model
- language model for information retrieval
- smoothing methods
- language modelling
- language models for information retrieval
- pseudo relevance feedback
- translation model
- document ranking
- term dependencies
- retrieval effectiveness
- ad hoc information retrieval
- active learning