Few Models for Grammatical Relations Recovery

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This paper describes our experience with few models for recovering the grammatical relations in isolated English sentences. Our method starts with a set of linguistically motivated features and then uses machine learning methods to induce a classifier able to identify relations such as logical subject, direct object, etc. Our experiments show that our set of features is powerful and can deliver promising results.