Title

Few inductive models for grammatical relations recovery

Abstract

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. Copyright © 2005, American Association for Artificial Intelligence (www.aaai.org). All rights reserved.

Publication Title

Proceedings of the Eighteenth International Florida Artificial Intelligence Research Society Conference, FLAIRS 2005 - Recent Advances in Artifical Intelligence

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