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Electronic Edition @ Ceur-ws.org (open Access).pdf

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Preview of electronic edition @ ceur-ws.org (open access)
🔗 Source: ceur-ws.org
📊 Size: 389 KB
📄 Pages: 6 pages
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Summary

Researchers present WebIsAGraph, a large hypernymy graph compiled from is-a relationships extracted from the CommonCrawl corpus, providing a resource for studying concept hierarchies and detecting polysemous terms. The graph contains 33 million nodes and 65 million edges, and is made available with a Neo4j plugin for efficient searching and querying. The authors use WebIsAGraph to investigate the problem of identifying ambiguous terminological nodes, training a model with topological and textual features to detect polysemy. The results provide an estimate of the degree of polysemy among is-a relationships from the Web.

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Researchers present WebIsAGraph, a large hypernymy graph compiled from is-a relationships extracted from the CommonCrawl corpus, providing a resource for...

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  • File Format: PDF
  • File Size: 389 KB
  • Pages: 6
  • Language: EN
  • Total Downloads: 57
  • Last Updated: 4 weeks ago

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