Learning to repair: Repairing model output errors after deployment using a dynamic memory of feedback.
Niket TandonAman MadaanPeter ClarkYiming YangPublished in: NAACL-HLT (Findings) (2022)
Keyphrases
- computational model
- probabilistic model
- learning scheme
- high level
- em algorithm
- learning algorithm
- learning models
- conceptual model
- statistical model
- mathematical model
- parameter estimation
- dynamic environments
- online learning
- supervised learning
- management system
- prior knowledge
- objective function
- input data
- active learning
- experimental data
- learning tasks
- social networks
- neural network
- decision theoretic
- learning mechanism
- long term memory
- short term memory