|Title||A machine learning method for identifying impersonal constructions and zero pronouns in Spanish|
|Publication Type||Journal Article|
|Year of Publication||2010|
|Authors||Rello L, Suárez P, Mitkov R|
|Journal||Procesamiento de Lenguaje Natural|
In this paper, we present a machine learning system for classifying subject ellipsis in Spanish as either referential or non-referential. To the best of our knowledge, this is the rst attempt to automatically identify non-referential ellipsis in Spanish. An evaluation of our system against 6,827 nite verbs shows an accuracy of 87%.