Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models.
Aarohi SrivastavaAbhinav RastogiAbhishek RaoAbu Awal Md ShoebAbubakar AbidAdam FischAdam R. BrownAdam SantoroAditya GuptaAdrià Garriga-AlonsoAgnieszka KluskaAitor LewkowyczAkshat AgarwalAlethea PowerAlex RayAlex WarstadtAlexander W. KocurekAli SafayaAli TazarvAlice XiangAlicia ParrishAllen NieAman HussainAmanda AskellAmanda DsouzaAmeet RahaneAnantharaman S. IyerAnders AndreassenAndrea SantilliAndreas StuhlmüllerAndrew M. DaiAndrew LaAndrew K. LampinenAndy ZouAngela JiangAngelica ChenAnh VuongAnimesh GuptaAnna GottardiAntonio NorelliAnu VenkateshArash GholamidavoodiArfa TabassumArul MenezesArun KirubarajanAsher MullokandovAshish SabharwalAustin HerrickAvia EfratAykut ErdemAyla Karakaset al.Published in: CoRR (2022)
Keyphrases
- image annotation
- language model
- relevance model
- language modeling
- probabilistic model
- document retrieval
- n gram
- information retrieval
- speech recognition
- retrieval model
- smoothing methods
- query expansion
- statistical language models
- language models for information retrieval
- language modelling
- pseudo relevance feedback
- test collection
- document ranking
- context sensitive
- vector space model
- query terms
- language model for information retrieval
- ranked list
- text retrieval
- word error rate
- retrieval systems