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Hoffmann et al., 2011 - Google Patents

Knowledge-based weak supervision for information extraction of overlapping relations

Hoffmann et al., 2011

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Document ID
4054626106773192991
Author
Hoffmann R
Zhang C
Ling X
Zettlemoyer L
Weld D
Publication year
Publication venue
Proceedings of the 49th annual meeting of the association for computational linguistics: human language technologies

External Links

Snippet

Abstract Information extraction (IE) holds the promise of generating a large-scale knowledge base from the Web's natural language text. Knowledge-based weak supervision, using structured data to heuristically label a training corpus, works towards this goal by enabling …
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Classifications

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    • G06F17/30—Information retrieval; Database structures therefor; File system structures therefor
    • G06F17/3061—Information retrieval; Database structures therefor; File system structures therefor of unstructured textual data
    • G06F17/30634—Querying
    • G06F17/30657—Query processing
    • G06F17/30675—Query execution
    • G06F17/30684—Query execution using natural language analysis
    • G—PHYSICS
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    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
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