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Noun phrases and Relation phrases in open knowledge graphs are not canonicalized, leading to an explosion of redundant and ambiguous subject-relation-object triples.
Holographic embeddings of knowledge graphs
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Variational deep embedding: An unsupervised and generative approach to clustering
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An efficient algorithm for a complete link method
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Least squares quantization in PCM
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Michele Banko, Michael J. Cafarella, Stephen Soderland, Matthew Broadhead, and Oren Etzioni. 2007 · 2007
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Anthony Fader, Stephen Soderland, and Oren Etzioni. 2011a · 2011
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Identifying relations for open information extraction
Anthony Fader, Stephen Soderland, and Oren Etzioni. 2011b · 2011
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Which noun phrases denote which concepts?
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Canonicalizing open knowledge bases
Luis Galárraga, Geremy Heitz, Kevin Murphy, and Fabian M. Suchanek. 2014a · 2014
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Canonicalizing open knowledge bases
Luis Galárraga, Geremy Heitz, Kevin Murphy, and Fabian M. Suchanek. 2014b · 2014
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CESI: canonicalizing open knowledge bases using embeddings and side information
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Shikhar Vashishth, Prince Jain, and Partha P. Talukdar. 2018a · 2018
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CESI: canonicalizing open knowledge bases using embeddings and side information
Shikhar Vashishth, Prince Jain, and Partha P. Talukdar. 2018b · 2018
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Towards practical open knowledge base canonicalization
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