Neural Semi-Markov Conditional Random Fields for Robust Character-Based Part-of-Speech Tagging

Apostolos Kemos, Heike Adel, Hinrich Schütze

Character-level models of tokens have been shown to be effective at dealing with within-token noise and out-of-vocabulary words. But these models still rely on correct token bounda…