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Learning Semantic Relationships in Compound Nouns with Connctionist Networks
Abstract
This paper describes a new approach for understanding compound nouns. Since several approaches have demonstrated the difficulties in finding detailed and suitable semantic relationships within compound nouns, we use only a few basic semantic relationships and provide the system with the additional ability to learn the details of these basic semantic relationships from training examples. Our system is based on a back propagation architecture and has been trained to understand compound nouns from a scientific technical domain. The test results demonstrated that a connectionist network is able to learn semantic relationships within compound nouns.
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