AlexaTM 20B: Few-Shot Learning Using a Large-Scale Multilingual Seq2Seq Model.
Saleh SoltanShankar AnanthakrishnanJack FitzGeraldRahul GuptaWael HamzaHaidar KhanCharith PerisStephen RawlsAndy RosenbaumAnna RumshiskyChandana Satya PrakashMukund SridharFabian TriefenbachApurv VermaGökhan TürPrem NatarajanPublished in: CoRR (2022)
Keyphrases
- prior knowledge
- learning scheme
- formal model
- computational model
- learning algorithm
- mathematical model
- conceptual model
- learning process
- active learning
- learning models
- supervised learning
- maximum likelihood
- learning mechanism
- video data
- parameter estimation
- online learning
- management system
- probabilistic model
- objective function
- similarity measure