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Word Relation Autoencoder for Unseen Hypernym Extraction Using Word Embeddings

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Figure

Table 1: Unseen relation extraction examples for IsA,AtLocation, CreatedBy, and PartOf (top row to bottomrow) in ConceptNet
Table 2: Relations from ConceptNet. For a relation pairx → y, x is the head and y is the tail.
Table 3: Performance on ConceptNet relation dataset. †: all results pass the hypothesis test against the othermodels with p < 0.01

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