Условная Логарифмическая Линейная Модель

A notable gap in research on statistical de- pendency parsing is a proper conditional probability distribution over nonprojective dependency trees for a given sentence. We exploit the Matrix Tree Theorem …...

String-to-string transduction is a central prob- lem in computational linguistics and natural language processing. It occurs in tasks as di- verse as name transliteration, spelling correc- tion, pronunciation modeling and …...

We propose semantic role features for a Tree-to-String transducer to model the re- ordering/deletion of source-side semantic roles. These semantic features, as well as the Tree-to-String templates, are trained based …...