log-linear

Latent-Variable Modeling of String Transductions with Finite-State Methods

String-to-string transduction is a central problem in computational linguistics and natural language processing. It occurs in tasks as diverse as name transliteration, spelling correction, pronunciation modeling and inflectional morphology. We …