<cite>Zitouni et al. (2006)</cite> use a maximum entropy classifier to assign a set of diacritics to the letters of each word. <cite>They</cite> then use segment n-grams, segment position of the character being diacritized, the POS of the current segment, along with lexical features, including letter and word n-grams.