Taxonomy of Risks posed by Language Models.
Laura WeidingerJonathan UesatoMaribeth RauhConor GriffinPo-Sen HuangJohn MellorAmelia GlaeseMyra ChengBorja BalleAtoosa KasirzadehCourtney BilesSasha BrownZac KentonWill HawkinsTom StepletonAbeba BirhaneLisa Anne HendricksLaura RimellWilliam S. IsaacJulia HaasSean LegassickGeoffrey IrvingIason GabrielPublished in: FAccT (2022)
Keyphrases
- language model
- language modeling
- document retrieval
- language modelling
- n gram
- information retrieval
- speech recognition
- probabilistic model
- query expansion
- test collection
- retrieval model
- language models for information retrieval
- pseudo relevance feedback
- statistical language models
- context sensitive
- relevance model
- language model for information retrieval
- okapi bm
- translation model
- vector space model
- feature selection
- smoothing methods
- document length
- word error rate
- retrieval effectiveness
- text categorization
- statistical language modeling
- decision trees