Paper: Distributional Composition using Higher-Order Dependency Vectors

ACL ID W14-1502
Title Distributional Composition using Higher-Order Dependency Vectors
Venue Continuous Vector Space Models and their Compositionality
Session
Year 2014
Authors

This paper concerns how to apply compo- sitional methods to vectors based on gram- matical dependency relation vectors. We demonstrate the potential of a novel ap- proach which uses higher-order grammat- ical dependency relations as features. We apply the approach to adjective-noun com- pounds with promising results in the pre- diction of the vectors for (held-out) ob- served phrases.