International Business Machines Corporation
USING A JOINT DISTRIBUTIONAL SEMANTIC SYSTEM TO CORRECT REDUNDANT SEMANTIC VERB FRAMES

Abstract:

A computer-implemented method, according to one embodiment, is for performing review of semantic role labeling resources. The computer-implemented method includes: receiving pairs of automatically projected semantic verb frames, and computing a similarity score for each of the pairs of semantic verb frames. A joint distributional semantic system is trained using the computed similarity scores. Moreover, a determination is made as to whether to merge each pair of the semantic verb frames, by applying the joint distributional semantic system to that pair. In response to determining that a given pair of semantic verb frames should be merged, an indication is provided to a recipient that the given pair of semantic verb frames should be merged.