Few Models for Grammatical Relations Recovery

Vasile Rus and Kirtan Desai, University of Memphis

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.

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