Semantic Role Labeling for Knowledge Graph Extraction from Text

arXiv: Artificial Intelligence, Volume abs/1811.01409, 2018.

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Abstract:

This paper introduces TakeFive, a new semantic role labeling method that transforms a text into a frame-oriented knowledge graph. It performs dependency parsing, identifies the words that evoke lexical frames, locates the roles and fillers for each frame, runs coercion techniques, and formalises the results as a knowledge graph. This form...More

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