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A Semantic Network of Related Concepts

This semantic network links 3,024 of the most frequently occurring monosemous nouns in a large corpus (Wikipedia) to their semantically related concepts in WordNet 3.0. It contains 74,166 undirected edges, relating a total of 17,543 nouns, with 24,547 distinct concepts among them. The process by which the network was automatically constructed is detailed in the reference below. The expansion of the network is the subject of our ongoing research. Please feel free to contact Sean Szumlanski with questions or general discussion regarding this work.


This data is available for research purposes only and is distributed under a Creative Commons Attribution-NonCommercial-ShareAlike 3.0 License.


Download:  sz-network-1.1.tar.gz (1.4 MB)


References
[1] S. Szumlanski and F. Gomez. 2011. Evaluating a Semantic Network Automatically Constructed from Lexical Co-occurrence on a Word Sense Disambiguation Task.
CoNLL '11. pp. 190—199.  [Download: PDF]
[2]

S. Szumlanski and F. Gomez. 2010. Automatically Acquiring a Semantic Network of Related Concepts. CIKM '10. pp. 19—28.  [Download: PDF]


© 2010 Sean Szumlanski. The artwork on this page is derived from works by
Courtney Martin, which are modified and used here with permission.