Comparative Error Analysis in Neural and Finite-state Models for Unsupervised Character-level Transduction.
Maria RyskinaEduard H. HovyTaylor Berg-KirkpatrickMatthew R. GormleyPublished in: CoRR (2021)
Keyphrases
- finite state
- error analysis
- finite state transducers
- markov chain
- probabilistic model
- model checking
- neural network
- continuous time bayesian networks
- error correction
- action sets
- cross ratio
- markov decision processes
- vector quantizer
- optimal policy
- model selection
- least squares
- information extraction
- information retrieval