Distant Supervision for Relation Extraction with Sentence Selection and Interaction Representation
Table 5
Some examples of semantic similarity in the NYT corpus.
Relation
Sentence
Words with cosine similarity
/Business/company/founders
That issue inspired a young subscriber named Bill Gates, who later founded Microsoft, to begin programming for the computer.
Founded (0.655194)
/Location/country/capital
I eventually fly from Nairobi to Dubai to Asmara, the capital of Eritrea.
Capital (1.0)
/People/person/religion
Fazlur Rahman, a brilliant and deeply religious Pakistani scholar of Islam, had to flee his native land for the University of Chicago.
Religious (0.832861)
/Location/neighborhood/neighborhood_of
Last year, pacific retirement services, a nonprofit organization based in Medford, ore., began construction on the Mirabella, a continuing-care community in the South Lake Union neighborhood of Seattle.
Neighborhood (1.0)
/Business/company/founders
Bill Gates, Microsoft’s chairman, contend that the bullish case for Microsoft stock is compelling
Chairman (0.597136)
/Location/location/contains
Campbell was Williams’s hometown friend from their childhood in Wellington, New Zealand.
