Subsumption Preservation as a Comparative Measure for Evaluating Sense-Directed Embeddings

Abstract

While there has been a growing body of work on word embeddings, and recent directions better reflect sense-level representations, evaluation remains a challenge. We propose a method of query inventory generation for embedding evaluation that recasts the principle of subsumption preservation, a desirable property of semantic graph-based similarity measures… (More)
DOI: 10.18653/v1/W16-2516

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