VictorProkhorov/Text2Path
[NAACL(2019)] Generating Knowledge Graph Paths from Textual Definitions using Sequence-to-Sequence Models
This tool helps researchers and knowledge managers map free-form text definitions to specific pathways within a knowledge graph. You provide a rooted tree knowledge graph as an edge list, where each node has a textual definition. The output is the corresponding path (sequence of edges or nodes) within the knowledge graph that best matches the input text. This is designed for researchers and engineers working with structured knowledge.
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Use this if you need to programmatically link textual descriptions to specific, predefined paths or entities within a hierarchical knowledge graph.
Not ideal if your knowledge graph is not a rooted tree or if you don't have textual definitions for every node.
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Apr 27, 2022
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