A Toolbox for Surfacing Health Equity Harms and Biases in Large Language Models.
Stephen R. PfohlHeather Cole-LewisRory SayresDarlene NealMercy Nyamewaa AsieduAwa DiengNenad TomasevQazi Mamunur RashidShekoofeh AziziNegar RostamzadehLiam G. McCoyLeo Anthony CeliYun LiuMike SchaekermannAlanna WaltonAlicia ParrishChirag NagpalPreeti SinghAkeiylah DewittPhilip Andrew MansfieldSushant PrakashKatherine A. HellerAlan KarthikesalingamChristopher SemtursJoelle K. BarralGreg CorradoYossi MatiasJamila Smith-LoudIvor HornKaran SinghalPublished in: CoRR (2024)
Keyphrases
- language model
- language modeling
- document retrieval
- probabilistic model
- n gram
- speech recognition
- language modelling
- statistical language models
- test collection
- information retrieval
- query expansion
- language models for information retrieval
- retrieval model
- pseudo relevance feedback
- translation model
- ad hoc information retrieval
- context sensitive
- document length
- query terms
- relevance model
- okapi bm
- vector space model
- smoothing methods
- document ranking
- word error rate
- term dependencies
- information retrieval systems
- statistical language modeling
- search engine